diff --git a/ABLIM_CG_Analyses.ipynb b/ABLIM_CG_Analyses.ipynb new file mode 100644 index 0000000..dbbd547 --- /dev/null +++ b/ABLIM_CG_Analyses.ipynb @@ -0,0 +1,2535 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "77ee5927-2398-4a23-bf06-623cfde90e85", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/alecloftus/Analyses\n", + "/Users/alecloftus\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#All necessary imports and their dependencies\n", + "import numpy as np\n", + "import os\n", + "import pytraj as pt\n", + "import mdtraj as mdt\n", + "from pathlib import Path\n", + "import pandas as pd\n", + "import json\n", + "from pytraj import matrix\n", + "import matplotlib.pyplot as plt\n", + "\n", + "#Plot parameters set at the top for all figures\n", + "#plt.rc('legend',fontsize=12)\n", + "plt.rcParams['font.size']=12\n", + "plt.rcParams['axes.labelsize'] = 12\n", + "plt.rcParams['xtick.labelsize'] = 12\n", + "plt.rcParams['ytick.labelsize'] = 12\n", + "plt.gcf().savefig(\"test.png\",dpi=300)\n", + "plt.rc('legend',fontsize=12)\n", + "path=Path(os.getcwd())\n", + "print(path)\n", + "parent=path.parent.absolute()\n", + "print(parent)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "050ebfc6-c69d-4ae9-a146-45508679f463", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/alecloftus/Desktop/Analyses/WT_ABLIM1\n", + "['abm_ProtIon_trip1.xtc', 'abm_ProtIon_trip2.xtc', 'abm_ProtIon_trip3.xtc']\n", + "['abm_ProtIon_trip1_start.pdb', 'abm_ProtIon_trip2_start.pdb', 'abm_ProtIon_trip3_start.pdb']\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#RADIUS OF GYRATION (RoG) of each replicate for a system\n", + "\n", + "#Declare the system(s) you want to find the RoG for\n", + "system='WT_ABLIM1'\n", + "#systems=['WT_ABLIM1','S216_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "\n", + "#use template to produce the trajectory and topology file names\n", + "template= 'abm_ProtIon_trip%s'\n", + "trajectory= [template % (str(i)+'.xtc') for i in range (1,4)]\n", + "#print(trajectory)\n", + "\n", + "topology= [template % (str(i)+'_start.pdb') for i in range (1,4)]\n", + "#print(topology)\n", + "\n", + "os.chdir(path/system)\n", + "print(os.getcwd())\n", + "\n", + "print(trajectory)\n", + "print(topology)\n", + "\n", + "#Trajectory files loaded for each replicate. Modify this for different # of replicates\n", + "traj1=pt.iterload(trajectory[0],topology[0])\n", + "traj2=pt.iterload(trajectory[1],topology[1])\n", + "traj3=pt.iterload(trajectory[2],topology[2])\n", + "\n", + "#pytraj radius of gyration calculated for the backbone atoms\n", + "data1=pt.radgyr(traj1, mask='@BB')\n", + "data2=pt.radgyr(traj2, mask='@BB')\n", + "data3=pt.radgyr(traj3, mask='@BB')\n", + "\n", + "#PLOT ROG\n", + "\n", + "\n", + "#longest=max(len(data1),len(data2),len(data3))\n", + "#Turn the lists of RoG for each replicate into arrays\n", + "multiple_lists = [data1,data2,data3]\n", + "arrays = [np.array(x) for x in multiple_lists]\n", + "means=[np.mean(k) for k in zip(*arrays)]\n", + "\n", + "fig,ax = plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "x1=np.arange(0,len(data1))\n", + "x2=np.arange(0,len(data2))\n", + "x3=np.arange(0,len(data3))\n", + "x4=np.arange(0,len(means))\n", + "y1=np.array(data1)\n", + "y2=np.array(data2)\n", + "y3=np.array(data3)\n", + "y4=np.array(means)\n", + "ax=plt.gca()\n", + "ax.set_ylim(0.0,50.0)\n", + "ax.plot(x1,y1,linestyle='-',color='red',label='triplicate 1')\n", + "ax.plot(x2,y2,linestyle='-',color='blue',label='triplicate 2')\n", + "ax.plot(x3,y3,linestyle='-',color='green',label='triplicate 3')\n", + "#Calculate the mean RoG in addition to the RoG for each replicate\n", + "ax.plot(x4,y4,linestyle='-',color='orange',label='mean')\n", + "title=\"Radius of Gyration of \" + system\n", + "leg=ax.legend()\n", + "plt.title(title)\n", + "plt.xlabel(\"Frame\")\n", + "plt.ylabel(\"RoG in Å\")\n", + " \n", + "name=system+'_ROG.png'\n", + "#plt.savefig(name)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "746e8de2-27cb-4394-8524-531ae24d2e29", + "metadata": {}, + "outputs": [], + "source": [ + "#DICTIONARIES OF ZN ATOMS & THEIR CONSTRAINED CG SIDE CHAINS\n", + "WT_ABLIM1_constraints= {'@571':['@8','@17','@58','@65'],'@572':['@73','@80','@119','@125'],\n", + " '@573':['@150','@157','@195','@201'],'@574':['@208','@214','@258','@264'],\n", + " '@575':['@300','@304','@345','@350'],'@576':['@359','@366','@404','@411'],\n", + " '@577':['@433','@438','@482','@488'],'@578':['@494','@501','@548','@554']\n", + "}\n", + "S216D_ABLIM1_constraints={'@576':['@8','@17','@58','@65'],'@577':['@73','@80','@119','@125'],\n", + " '@578':['@150','@157','@195','@201'],'@579':['@208','@214','@258','@264'],\n", + " '@580':['@300','@304','@345','@350'],'@581':['@359','@366','@404','@411'],\n", + " '@582':['@433','@438','@482','@488'],'@583':['@494','@501','@548','@554']\n", + "}\n", + "LIM2_WT_ABLIM1_constraints={'@140':['@7','@14','@52','@58'],'@141':['@65','@71','@115','@121']\n", + "}\n", + "ABLIM2_constraints={'@179':['@40','@48','@87','@93'],'@180':['@101','@106','@149','@156']\n", + "}\n", + "S76D_ABLIM2_constraints={'@179':['@40','@48','@87','@93'],'@180':['@101','@106','@149','@156']\n", + "}\n", + "if system=='WT_ABLIM1':\n", + " constraints=WT_ABLIM1_constraints\n", + "elif system=='S216D_ABLIM1':\n", + " constraints=S216D_ABLIM1_constraints\n", + "elif system=='LIM2_WT_ABLIM1':\n", + " constraints=LIM2_WT_ABLIM1_constraints\n", + "else:\n", + " constraints=ABLIM2_constraints" + ] + }, + { + "cell_type": "code", + "execution_count": 252, + "id": "21154fd0-d800-4d7a-baed-312216eed6e8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#RMSF \n", + "#superimpose the structure onto its first frame\n", + "traj1_imposed= pt.superpose(traj1,ref=0)\n", + "#Calculate the RMSF for the bb beads of the replicate\n", + "rmsf_data1=pt.rmsf(traj1_imposed,mask='@BB',options='byres')\n", + "#print(rmsf_data1)\n", + "\n", + "traj2_imposed= pt.superpose(traj2,ref=0)\n", + "rmsf_data2=pt.rmsf(traj2_imposed,mask='@BB',options='byres')\n", + "#print(rmsf_data2)\n", + "\n", + "traj3_imposed= pt.superpose(traj3,ref=0)\n", + "rmsf_data3=pt.rmsf(traj3_imposed,mask='@BB',options='byres')\n", + "#print(rmsf_data3)\n", + "\n", + "#ZN ion atom numbers in each system\n", + "if system=='WT_ABLIM1':\n", + " zn1=573\n", + " zn2=574\n", + " zns='@573 @574'\n", + "elif system=='S216D_ABLIM1':\n", + " zn1=578\n", + " zn2=579\n", + " zns=':252 :253'\n", + "elif system=='LIM2_WT_ABLIM1':\n", + " zn1=140\n", + " zn2=141\n", + " zns=':64 :65'\n", + "else:\n", + " zn1=179\n", + " zn2=180\n", + " zns=':82 :83'\n", + "\n", + "\n", + "\n", + "fig,ax = plt.subplots()\n", + "ax=plt.gca()\n", + "ax.set_ylim(0.0,25.0)\n", + "ax.plot(rmsf_data1.T[0],rmsf_data1.T[1],linestyle='-',color='red',label='triplicate 1')\n", + "ax.plot(rmsf_data2.T[0],rmsf_data2.T[1],linestyle='-',color='blue',label='triplicate 2')\n", + "ax.plot(rmsf_data3.T[0],rmsf_data3.T[1],linestyle='-',color='green',label='triplicate 3')\n", + "\n", + "'''for value in constraints.values():\n", + " for i in range(0,4):\n", + " atom=int(value[i][1:])\n", + " print(atom)\n", + " plt.axvspan(atom,atom+1, color='gray',alpha=1.0)\n", + " \n", + "\n", + "plt.axvspan(8,9, color='gray',alpha=1.0)\n", + "plt.axvspan(17,46, color='gray',alpha=1.0,label='ZN176 constrained')\n", + "plt.axvspan(81,82, color='gray',alpha=1.0)\n", + "plt.axvspan(89,90, color='red',alpha=1.0)\n", + "plt.axvspan(97,98, color='green',alpha=1.0,label='ZN177 constrained')\n", + "plt.axvspan(102,103, color='green',alpha=1.0)\n", + "plt.axvspan(145,146, color='green',alpha=1.0)\n", + "plt.axvspan(152,153, color='green',alpha=1.0)\n", + "plt.axvspan(176,176, color='red',alpha=1.0)\n", + "plt.axvspan(177,177, color='green',alpha=1.0)\n", + "'''\n", + "leg = ax.legend()\n", + "title= 'RMSF of each residue in ' + system\n", + "plt.title(title)\n", + "plt.xlabel('Residue')\n", + "plt.ylabel('RMSF in Å')\n", + "\n", + "name=system+'_RMSF.png'\n", + "plt.savefig(name)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 266, + "id": "d38cc165-5c89-4ea1-9c1f-12601ad63805", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#DISTANCES BETWEEN LIM2 ZNs\n", + "\n", + "\n", + "fig,ax = plt.subplots()\n", + "title=\"Mean Distance between ZN2+ Ions in LIM2 of All Systems\"\n", + "plt.title(title)\n", + "plt.xlabel(\"Frame\")\n", + "plt.ylabel(\"Distance in Å\")\n", + "#WT_ABLIM1 is res 250 & 251\n", + "#S216D_ABLIM1 is res 252 & 253\n", + "#LIM2_WT_ABLIM1 is res 64 & 65\n", + "#WT_ABLIM2 is 82 & 83\n", + "#S76D_ABLIM2 is 82 & 83\n", + "systems=['WT_ABLIM1','S216D_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "color_num=0\n", + "colors=['red','blue','green','orange','yellow']\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " zn1=573\n", + " zn2=574\n", + " zns='@573 @574'\n", + " elif system=='S216D_ABLIM1':\n", + " zn1=578\n", + " zn2=579\n", + " zns=':252 :253'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " zn1=140\n", + " zn2=141\n", + " zns=':64 :65'\n", + " else:\n", + " zn1=179\n", + " zn2=180\n", + " zns=':82 :83'\n", + " \n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " ZN_distances1=pt.distance(traj1, mask=zns)\n", + " ZN_distances2=pt.distance(traj2, mask=zns)\n", + " ZN_distances3=pt.distance(traj3, mask=zns)\n", + "\n", + " #take each replicate distance in a system in a list\n", + " multiple_lists = [ZN_distances1,ZN_distances2,ZN_distances3]\n", + " #convert list to array\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " #calculate mean of all replicates' ZN distances to find the system's mean ZN distance\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " \n", + " #print(means)\n", + " \n", + " \n", + " x1=np.arange(0,len(ZN_distances1))\n", + " x2=np.arange(0,len(ZN_distances2))\n", + " x3=np.arange(0,len(ZN_distances3))\n", + " x4=np.arange(0,len(means))\n", + " y1=np.array(ZN_distances1)\n", + " y2=np.array(ZN_distances2)\n", + " y3=np.array(ZN_distances3)\n", + " y4=np.array(means)\n", + " #ax=plt.gca()\n", + " ax.set_ylim(10.0,31.0)\n", + " #ax.plot(x1,y1,linestyle='-',color='red',label='triplicate 1',zorder=1)\n", + " #ax.plot(x2,y2,linestyle='-',color='blue',label='triplicate 2',zorder=2)\n", + " #ax.plot(x3,y3,linestyle='-',color='green',label='triplicate 3',zorder=3)\n", + " legend=system+' mean'\n", + " ax.plot(x4,y4,linestyle='-',color=colors[color_num],label=legend,zorder=4)\n", + " color_num+=1\n", + " leg = ax.legend()\n", + "\n", + "\n", + "\n", + "os.chdir(path)\n", + "name='Mean_LIM2_ZN_distances.png'\n", + "plt.savefig(name)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 193, + "id": "da595f0e-c42e-4eda-be1d-4de5b4f0ee01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[7.08486872 9.07496483 7.52168944 ... 7.77962777 7.5249172 6.92200106]\n", + "96\n" + ] + }, + { + "data": { + "text/plain": [ + "\"\\ndef WT_ABLIM1(traj1,traj2,traj3):\\n\\n CYS99ZN1 = '@8 @571' \\n Cys18Zn82=pt.distance(traj1,'@8 @571')\\n Cys18Zn82=pt.distance(traj2,':18@SC1 @571')\\n Cys18Zn82=pt.distance(traj3,':18@SC1 @571')\\n\\n CYS102ZN1= '@17 @571'\\n HIS119ZN1= '@58 @571'\\n CYS122ZN1='@65 @571'\\n\\n CYS125ZN2='@73 @572'\\n CYS128ZN2='@80 @572'\\n CYS146ZN2='@119 @572'\\n ASP149ZN2='@125 @572\\n\\n CYS158ZN3='@150 @573'\\n CYS161ZN3='@157 @573'\\n HIS178ZN3='@195 @573'\\n CYS181ZN3='@201 @573'\\n\\n CYS184ZN4='@208 @574'\\n CYS187ZN4='@214 @574'\\n CYS\\n \\n\\ndef S216D_ABLIM1(traj1,traj2,traj3):\\n\\n\\ndef LIM2_WT_ABLIM1(traj1,traj2,traj3):\\n\\n\\ndef WT_ABLIM2(traj1,traj2,traj3):\\n\\n\\n\\ndef S76D_ABLIM2(traj1,traj2,traj3):\\n\\n\\n\\n\\nif system=='WT_ABLIM1':\\n WT_ABLIM1(traj1,traj2,traj3)\\nelif system=='S216D_ABLIM1':\\n S216D_ABLIM1(traj1,traj2,traj3)\\nelif system=='LIM2_WT_ABLIM1':\\n LIM2_WT_ABLIM1(traj1,traj2,traj3)\\nelif system=='WT_ABLIM2':\\n WT_ABLIM2(traj1,traj2,traj3)\\nelif system=='S76D_ABLIM2':\\n S76D_ABLIM2(traj1,traj2,traj3)\\n\\n\\n\\n\\n\\n\\nWT_ABLIM1_constraints= {'@571':['@8','@17','@58','@65'],'@572':['@73','@80','@119','@125'],\\n '@573':['@150','@157','@195','@201'],'@574':['@208','@214','@258','@264'],\\n '@575':['@300','@304','@345','@350'],'@576':['@359','@366','@404','@411'],\\n '@577':['@433','@438','@482','@488'],'@578':['@494','@501','@548','@554']\\n}\\nS216_ABLIM1_constraints={'@576':['@8','@17','@58','@65'],'@577':['@73','@80','@119','@125'],\\n '@578':['@150','@157','@195','@201'],'@579':['@208','@214','@258','@264'],\\n '@580':['@300','@304','@345','@350'],'@581':['@359','@366','@404','@411'],\\n '@582':['@433','@438','@482','@488'],'@583':['@494','@501','@548','@554']\\n}\\nLIM2_WT_ABLIM1_constraints={'@140':['@7','@14','@52','@58'],'@141':['@65','@71','@115','@121']\\n}\\nWT_ABLIM2_constraints={'@179':['@40','@48','@87','@93'],'@180':['@101','@106','@149','@156']\\n}\\nS76D_ABLIM2_constraints={'@179':['@40','@48','@87','@93'],'@180':['@101','@106','@149','@156']\\n}\\n\\n\\n\\n\\n\\nZN_distances1=pt.distance(traj1, mask=zns)\\nZN_distances2=pt.distance(traj2, mask=zns)\\nZN_distances3=pt.distance(traj3, mask=zns)\\n\"" + ] + }, + "execution_count": 193, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Distances between ZN ions & Constrained Residues\n", + "\n", + "'''\n", + "WT_ABLIM1_constraints= {'@571':['@8','@17','@58','@65'],'@572':['@73','@80','@119','@125'],\n", + " '@573':['@150','@157','@195','@201'],'@574':['@208','@214','@258','@264'],\n", + " '@575':['@300','@304','@345','@350'],'@576':['@359','@366','@404','@411'],\n", + " '@577':['@433','@438','@482','@488'],'@578':['@494','@501','@548','@554']\n", + " }\n", + "#mask for ZN & all other CYS or HIS\n", + "#for each ZN, pull out everything within \n", + "\n", + "#explicitly define for the 2 ZNs in LIM2 (ABLIM1 & ABLIM2)\n", + "\n", + "#RDF for each ZN in sequence - ask Xuan about it for O/Ca+\n", + "\n", + "\n", + "print(system)\n", + "#distance_matrix=[]\n", + "for key, value in constraints.items():\n", + " for i in range(0,4):\n", + " #print(type(combo))\n", + " zinc=key\n", + " atom=value[i]\n", + " pair=atom + ' ' + zinc\n", + " print(pair)\n", + " distance_matrix.append(pt.distance(traj1,pair))\n", + " distance_matrix.append(pt.distance(traj2,pair))\n", + " distance_matrix.append(pt.distance(traj3,pair))\n", + "print(len(distance_matrix))\n", + "\n", + "\n", + "print(distance_matrix[0])\n", + "print(len(distance_matrix))\n", + "\n", + "#def Distances(key,value,trajectory):\n", + "# distances=pt.distance(trajectory,\n", + "\n", + "#I have 96 arrays in a matrix, properly ordered, im having difficulty \n", + "#figuring out how i should plot them/plot them separately\n", + "\n", + "\n", + "def WT_ABLIM1(traj1,traj2,traj3):\n", + "\n", + " CYS99ZN1 = '@8 @571' \n", + " Cys18Zn82=pt.distance(traj1,'@8 @571')\n", + " Cys18Zn82=pt.distance(traj2,':18@SC1 @571')\n", + " Cys18Zn82=pt.distance(traj3,':18@SC1 @571')\n", + "\n", + " CYS102ZN1= '@17 @571'\n", + " HIS119ZN1= '@58 @571'\n", + " CYS122ZN1='@65 @571'\n", + "\n", + " CYS125ZN2='@73 @572'\n", + " CYS128ZN2='@80 @572'\n", + " CYS146ZN2='@119 @572'\n", + " ASP149ZN2='@125 @572\n", + "\n", + " CYS158ZN3='@150 @573'\n", + " CYS161ZN3='@157 @573'\n", + " HIS178ZN3='@195 @573'\n", + " CYS181ZN3='@201 @573'\n", + "\n", + " CYS184ZN4='@208 @574'\n", + " CYS187ZN4='@214 @574'\n", + " CYS\n", + " \n", + "\n", + "def S216D_ABLIM1(traj1,traj2,traj3):\n", + "\n", + "\n", + "def LIM2_WT_ABLIM1(traj1,traj2,traj3):\n", + "\n", + "\n", + "def WT_ABLIM2(traj1,traj2,traj3):\n", + "\n", + "\n", + "\n", + "def S76D_ABLIM2(traj1,traj2,traj3):\n", + "\n", + "\n", + "\n", + "\n", + "if system=='WT_ABLIM1':\n", + " WT_ABLIM1(traj1,traj2,traj3)\n", + "elif system=='S216D_ABLIM1':\n", + " S216D_ABLIM1(traj1,traj2,traj3)\n", + "elif system=='LIM2_WT_ABLIM1':\n", + " LIM2_WT_ABLIM1(traj1,traj2,traj3)\n", + "elif system=='WT_ABLIM2':\n", + " WT_ABLIM2(traj1,traj2,traj3)\n", + "elif system=='S76D_ABLIM2':\n", + " S76D_ABLIM2(traj1,traj2,traj3)\n", + "\n", + "\n", + "\n", + "\n", + "ZN_distances1=pt.distance(traj1, mask=zns)\n", + "ZN_distances2=pt.distance(traj2, mask=zns)\n", + "ZN_distances3=pt.distance(traj3, mask=zns)\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "be5ce933-c633-425d-a27a-fb3a3daa65dc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['abm_water_trip1.xtc', 'abm_water_trip2.xtc', 'abm_water_trip3.xtc']\n", + "['abm_water_trip1_start.pdb', 'abm_water_trip2_start.pdb', 'abm_water_trip3_start.pdb']\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Water shell MSSSP motif\n", + "\n", + "\n", + "lower_bar_means=[]\n", + "lower_bar_sds=[]\n", + "upper_bar_means=[]\n", + "upper_bar_sds=[]\n", + "\n", + "#Different traj & top files for analysis that include the solution\n", + "water_template= 'abm_water_trip%s'\n", + "water_trajectory= [water_template % (str(i)+'.xtc') for i in range (1,4)]\n", + "\n", + "water_topology= [water_template % (str(i)+'_start.pdb') for i in range (1,4)]\n", + "\n", + "print(water_trajectory)\n", + "print(water_topology)\n", + "\n", + "systems=['WT_ABLIM1','S216D_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "color_num=0\n", + "colors=['black','red','gray','green','lightcoral']\n", + "\n", + "\n", + "fig,(ax1,ax2) = plt.subplots(nrows=2,sharex=True)\n", + "\n", + "ax1.figure.set_size_inches(20.0,15.0)\n", + "ax2.figure.set_size_inches(20.0,10.0)\n", + "#fig=plt.figure(figsize=(25,10))\n", + "#title=\"Mean Watershell Distances of All Systems\"\n", + "#plt.title(title)\n", + "#plt.xlabel(\"Frame\")\n", + "#plt.ylabel(\"Distance in Å\")\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " #mask of the system is the MSSSP motif residues of the system / MSSDP motif for phosphorylated system\n", + " if system=='WT_ABLIM1':\n", + " mask=':117-121'\n", + " elif system=='S216D_ABLIM1':\n", + " mask=':117-121'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " mask=':58-62'\n", + " else:\n", + " mask=':73-77'\n", + " \n", + " sys_mean=system + ' mean'\n", + " \n", + " traj1=pt.iterload(water_trajectory[0],water_topology[0])\n", + " traj2=pt.iterload(water_trajectory[1],water_topology[1])\n", + " traj3=pt.iterload(water_trajectory[2],water_topology[2])\n", + " #print(traj1)\n", + " #print(traj2)\n", + " #print(traj3)\n", + " #set angstrom limits for finding # of water beads within the space\n", + " lower_limit=6.5\n", + " upper_limit=8.5\n", + " data1=pt.watershell(traj1, solute_mask=mask,solvent_mask='@WN',lower=lower_limit,upper=upper_limit)\n", + " data2=pt.watershell(traj2, solute_mask=mask,solvent_mask='@WN',lower=lower_limit,upper=upper_limit)\n", + " data3=pt.watershell(traj3, solute_mask=mask,solvent_mask='@WN',lower=lower_limit,upper=upper_limit)\n", + " #print(data1[0])\n", + " #print(data2)\n", + " #print(data3)\n", + " lowers_list=[data1[0],data2[0],data3[0]]\n", + " uppers_list=[data1[1],data2[1],data3[1]]\n", + " \n", + " #mean of lower limit mean/sd\n", + " lower_arrays = [np.array(x) for x in lowers_list]\n", + " lower_means=[np.mean(k) for k in zip(*lower_arrays)]\n", + " lower_sds=[np.std(k) for k in zip(*lower_arrays)]\n", + " #print(lower_means)\n", + " #print(lower_sds)\n", + " #mean of upper limit mean/sd\n", + " upper_arrays = [np.array(x) for x in uppers_list]\n", + " upper_means=[np.mean(k) for k in zip(*upper_arrays)]\n", + " upper_sds=[np.std(k) for k in zip(*upper_arrays)]\n", + " #print(upper_means)\n", + " #print(upper_sds)\n", + "\n", + " #first 200 frames less representative of whole system progression over 2 microseconds, so cut them out\n", + " lower_bar_means.append(np.mean(lower_means[200:]))\n", + " lower_bar_sds.append(np.std(lower_sds[200:]))\n", + " upper_bar_means.append(np.mean(upper_means[200:]))\n", + " upper_bar_sds.append(np.std(upper_sds[200:]))\n", + " \n", + " x1=np.arange(0,len(lower_means))\n", + " x2=np.arange(0,len(upper_means))\n", + " y1=np.array(lower_means)\n", + " y2=np.array(upper_means)\n", + " e1=np.array(lower_sds)\n", + " e2=np.array(upper_sds)\n", + " #ax.set_ylim(0.0,40.0)\n", + " \n", + "\n", + " lower_legend=system+' lower mean'\n", + " upper_legend=system+' upper mean'\n", + " ax1.plot(x2,y2,linestyle='-',color=colors[color_num],label=upper_legend)\n", + " ax2.plot(x1,y1,linestyle='-',color=colors[color_num],label=lower_legend)\n", + "\n", + " ax1.set_title('Waters within ' + str(upper_limit) + 'Å of Hinge Motif')\n", + " ax1.set_ylabel('Number of Water Molecules')\n", + " \n", + " ax2.set_title('Waters within ' + str(lower_limit) + 'Å of Hinge Motif')\n", + " ax2.set_ylabel('Number of Water Molecules')\n", + " \n", + " \n", + " color_num+=1\n", + " leg = ax1.legend()\n", + " end=ax2.legend()\n", + " \n", + " #mean of \n", + "\n", + "plt.xlabel(\"Frame (total 250ns)\")\n", + "os.chdir(path)\n", + "name='Mean_Watershell_Atoms.png'\n", + "plt.savefig(name)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 245, + "id": "6ef49e47-b7c6-460f-9954-525e5c6a9109", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#BAR PLOT OF MEAN/SD OF WATER MOTIFS\n", + "#data from previous cell turned into bar graphs\n", + "\n", + "#print(lower_bar_means)\n", + "#print(len(lower_bar_means))\n", + "#print(lower_bar_sds)\n", + "#print(upper_bar_means)\n", + "#print(upper_bar_sds)\n", + "systems=['WT_ABLIM1','S216D_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "colors=['black','red','gray','green','lightcoral']\n", + "\n", + "fig,(ax1,ax2) = plt.subplots(nrows=2,sharex=True)\n", + "\n", + " \n", + "ax1.figure.set_size_inches(8.0,8.0)\n", + "ax2.figure.set_size_inches(8.0,6.0)\n", + "x1=np.array(systems)\n", + "x2=np.array(systems)\n", + "y1=np.array(lower_bar_means)\n", + "y2=np.array(upper_bar_means)\n", + "e1=np.array(lower_bar_sds)\n", + "e2=np.array(upper_bar_sds)\n", + " #ax.set_ylim(0.0,40.0)\n", + " \n", + "lower_legend=system+' lower mean'\n", + "upper_legend=system+' upper mean'\n", + "ax1.bar(x2,y2,yerr=e2, align='center',alpha=0.5,color=colors,capsize=4)\n", + "ax2.bar(x1,y1,yerr=e1, align='center',alpha=0.5,color=colors,capsize=5)\n", + "\n", + "ax1.set_title('Average # of Waters within ' + str(upper_limit) + 'Å of Hinge Motif',size=12.0)\n", + "ax1.set_ylabel('Avg # of Water Molecules')\n", + "\n", + "ax2.set_title('Average # of Waters within ' + str(lower_limit) + 'Å of Hinge Motif',size=12.0)\n", + "ax2.set_ylabel('Avg # of Water Molecules')\n", + "ax2.set_xlabel('System',size=12.0)\n", + "\n", + "os.chdir(path)\n", + "name='Average_Waters.png'\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 254, + "id": "56ef17a2-ec77-4a82-9a96-4f48a16a123e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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YzOZcOXbsmNnFLzGPNa01zZo1w8HBwThHS6Jr166xfft2WrVqZXX90vLMM88AmB0nICCA06dPZ+o49+7dY926dbRo0QI/Pz+zR79+/QgICDAJNDLLUhAGGG/vJbb0JRo+fDh2dnb069ePM2fOWLyVmMje3h4vLy9jJ+q///7bmA7mn6OnpyfVqlXj6NGjxuA55cPZ2TlzJ5qGwoUL06FDByZPnkx0dDQnT57M9mOIvEPmmRH5TrFixZg0aRITJkxg2bJl9O/fn86dO7N27VpGjx7N888/z9WrV/nwww/x8PAwGeHStm1bWrZsyYQJE3jw4AGNGzdmz549Vk8WN2DAAPr378/o0aN57rnnuHz5MjNnzjSbC6VLly7G+XFKlizJ5cuXmTNnDhUqVKBatWqplj9+/HgWL15Mp06d+OCDD6hQoQIbN25k3rx5jBo1ymQEV0YsXbqUdu3a0bp1awYPHky7du0oVaoUISEhHDt2jG3btlGkSBGz/dq0aUOtWrXw8/MzDhe3VufOnfnwww+ZMmUKXl5enDlzhg8++IBKlSoZR8GA7p9ToUIF1q9fT6tWrShevDglSpSgYsWKZmUWLVqUd999l7fffpuBAwfSp08f7ty5w/vvv0+hQoWMLQ9Z5enpyYsvvsjcuXMpUKAAHTp04NKlS7z77ruUK1eO8ePHZ7jMn376icjISMaOHWs2OSDo1qCffvoJX19fPv/88yzVv127dpQtW5YuXbpQo0YN4uPjOXLkCLNmzcLJyYlXX33VJH/RokUZOHAg33zzDRUqVDDrZ/Tee+9x7do1WrVqRdmyZbl//z5ffPEFtra2eHl5AVClShUcHBz46aefqFmzJk5OTpQuXZrSpUvz3Xff0aFDB9q1a8fgwYMpU6YMd+/e5fTp0xw+fJjVq1dn6XwTjRgxAgcHB1q0aIGHhweBgYHMmDEDFxcXY78f8YjK5Q7IQqQqcWRDQECA2baIiAhVvnx5Va1aNeMonI8//lhVrFhR2dvbq5o1a6offvjBONIkufv376uhQ4eqokWLKkdHR9WmTRv1zz//WDWaKT4+Xs2cOVNVrlxZFSpUSDVu3Fht377dbDTTrFmzVPPmzVWJEiWUnZ2dKl++vBo2bJi6dOlSuud9+fJl1bdvX+Xq6qpsbW2Vp6en+vTTT40jPhJZO5opUWRkpJo7d6566qmnVNGiRZWNjY0qXry4evrpp9Unn3yi7ty5Y3G/qVOnGkeVpZQ4mmn16tVm26KiotQbb7yhypQpowoVKqQaNWqkfvnlFzVo0CBVoUIFk7zbtm1TDRs2VPb29gowjhhLbfTOjz/+qOrVq6fs7OyUi4uL6tq1qzp58qRJnkGDBqnChQub1cvSd8KSuLg49cknn6jq1asrW1tbVaJECdW/f3919epVi+WlN5qpQYMGqlSpUioqKirVPE2bNlUlSpRQUVFRWRrNtHLlStW3b19VrVo15eTkpGxtbVX58uXVgAED1KlTpyzu4+/vrwD18ccfm2377bffVIcOHVSZMmWUnZ2dKlWqlOrYsaPatWuXSb7ly5erGjVqKFtbW7Pfp6NHj6qePXuqUqVKKVtbW+Xu7q6eeeYZ9e2335qdX8rf+dTe45Sf8aJFi5SPj49yc3NTdnZ2qnTp0qpnz57q2LFjab5fIv8zKJWNMzUJIR45jRs3xmAwEBAQkNtVETno9ddf55tvvuHq1asW+1AJkZfJbSYhhJmQkBBOnDjBb7/9xqFDh1i3bl1uV0nkkP3793P27FnmzZvHSy+9JIGMyJekZUYIYcbf3x8fHx9cXV0ZM2aMVVP0i/zJYDDg6OhIx44dWbBggXFuGSHyEwlmhBBCCJGv5erQ7KlTpxoXJEt8JJ+8TCnF1KlTKV26NA4ODnh7e8vwOiGEEEKYyPV5ZmrXrs3NmzeNj+PHjxu3zZw5k9mzZ/PVV18REBCAu7s7bdq0ydKkW0IIIYR4tOR6MGNjY4O7u7vxkThfh1KKOXPmMHnyZHr06EGdOnVYtGgR4eHhVk9wJoQQQohHX66PZvr3338pXbo09vb2NGnShOnTp1O5cmUuXrxIYGAgbdu2NeZNnHly7969vPTSSxbLi4qKMpluPj4+nrt37+Lq6mpxynUhhBBC5D1KKUJDQyldujQFCqTd9pKrwUyTJk1YvHgx1atX57///mPatGk0b96ckydPGtfKcXNzM9nHzc0tzTU2ZsyYwfvvv5+j9RZCCCHEw3H16lXKli2bZp48NZrpwYMHVKlShQkTJtC0aVNatGjBjRs3TFauHTFiBFevXmXLli0Wy0jZMhMcHEz58uW5evWqxenahRBCCJH3hISEUK5cOe7fv4+Li0uaeXP9NlNyhQsXpm7duvz7779069YN0IsFJg9mgoKCzFprkrO3tzdb3A6gSJEiEswIIYQQ+Yw1XURyvQNwclFRUZw+fRoPDw8qVaqEu7s7f/zxh3F7dHQ0O3bsoHnz5rlYSyGEEELkJbnaMvPGG2/QpUsXypcvT1BQENOmTSMkJIRBgwZhMBgYN24c06dPp1q1alSrVo3p06fj6OhI3759c7PaQgghhMhDcjWYuXbtGn369OH27duULFmSpk2bsn//fipUqADAhAkTiIiIYPTo0dy7d48mTZrw+++/4+zsnJvVFkIIIUQekqc6AOeEkJAQXFxcCA4Olj4zQogsi4+PJzo6OrerIUS+Z2trS8GCBVPdnpHrd57qACyEEHlZdHQ0Fy9eJD4+PrerIsQjoWjRori7u2d5HjgJZoQQwgpKKW7evEnBggUpV65cupN4CSFSp5QiPDycoKAgAJNRy5khwYwQQlghNjaW8PBwSpcujaOjY25XR4h8z8HBAdBTrpQqVSrNW07pkX8thBDCCnFxcQDY2dnlck2EeHQk/mMQExOTpXIkmBFCiAyQNd6EyD7Z9fskwYwQQggh8jUJZoQQQgiRr0kwI4QQj6hvv/0WZ2dnYmNjjWlhYWHY2try9NNPm+TdtWsXBoOB77//HoPBkOZj4cKFVtfB09MTOzs7rl+/brbN29vbWGaBAgVwc3PjhRde4PLly8Y8ly5dwmAwcOTIEYvlL1y4kKJFi5q8NhgM1KxZ0yzvqlWrMBgMVKxY0Zh28+ZN+vbti6enJwUKFGDcuHFWn5vIOySYEUKIR5SPjw9hYWEcPHjQmLZr1y7c3d0JCAggPDzcmO7v70/p0qUZPHgwN2/eND569uxJ+/btTdJ69epl1fF3795NZGQkL7zwQqoB0IgRI7h58ybXr19n/fr1XL16lf79+2fpvAsXLkxQUBD79u0zSZ8/fz7ly5c3SYuKiqJkyZJMnjyZ+vXrZ+m4IvdIMCOEEI8oT09PSpcujb+/vzHN39+frl27UqVKFfbu3WuS7uPjg52dHe7u7saHg4MD9vb2ZmnW8PX1pW/fvgwYMID58+djacJ5R0dH3N3d8fDwoGnTprz88sscPnw4S+dtY2ND3759mT9/vjHt2rVr+Pv7m63tV7FiRb744gsGDhyIi4uLVeX7+/tjMBjYunUrDRs2xMHBgWeeeYagoCA2b95MzZo1KVKkCH369DEJGJVSzJw5k8qVK+Pg4ED9+vVZs2aNcXtcXBzDhg2jUqVKODg44OnpyRdffGFy7MGDB9OtWzc+++wzPDw8cHV15eWXX87yaKD8TuaZEUKIzFAKkl2oHipHR7ByFIi3tzd+fn689dZbAPj5+TFhwgTi4+Px8/OjdevWREdHs2/fPubOnZttVQwNDWX16tUcOHCAGjVq8ODBA2PAlJq7d++yevVqmjRpkuXjDxs2jJYtW/LFF1/g6OjIwoULad++PW5ublkuO9HUqVP56quvcHR0pGfPnvTs2RN7e3uWLVtGWFgY3bt3Z+7cuUycOBGAd955h7Vr1/LNN99QrVo1du7cSf/+/SlZsiReXl7Ex8dTtmxZVq1aRYkSJdi7dy8vvvgiHh4e9OzZ03hcPz8/PDw88PPz49y5c/Tq1YsGDRowYsSIbDu3/EaCGSGEyIzwcHByyp1jh4VB4cJWZfX29mb8+PHExsYSERHB33//TcuWLYmLi+PLL78EYP/+/URERKQZaGTUihUrqFatGrVr1wagd+/e+Pr6mh1j3rx5/Pjjj8YZYatXr87WrVuzfPwGDRpQpUoV1qxZw4ABA1i4cCGzZ8/mwoULWS470bRp02jRogWgg6dJkyZx/vx5KleuDMDzzz+Pn58fEydO5MGDB8yePZvt27fTrFkzACpXrszu3bv57rvv8PLywtbWlvfff99YfqVKldi7dy+rVq0yCWaKFSvGV199RcGCBalRowadOnXizz//fKyDGbnNJIQQjzAfHx8ePHhAQEAAu3btonr16pQqVQovLy8CAgKMLSbly5c3XoSzg6+vr0nfl/79+7N27Vru379vkq9fv34cOXKEo0ePsnv3bqpWrUrbtm0JDQ3Nch2GDh3KggUL2LFjB2FhYXTs2DHLZSZXr14943M3NzccHR1N3kM3NzfjdP2nTp0iMjKSNm3a4OTkZHwsXryY8+fPG/f59ttvady4MSVLlsTJyYkffviBK1eumBy3du3aJrPlenh4GI/zuJKWGSGEyAxHR91CklvHtlLVqlUpW7Ysfn5+3Lt3Dy8vLwDc3d2pVKkSe/bswc/Pj2eeeSbbqnfq1CkOHDhAQECA8RYL6D4hy5cvZ9SoUcY0FxcXqlataqyrr68vHh4erFy5kuHDh2epHv369WPChAlMnTqVgQMHYmOTvZc8W1tb43ODwWDyOjEtcVHSxJ8bN26kTJkyJvns7e0BPdpq/PjxzJo1i2bNmuHs7Mynn37KgQMHUj1uyuM8riSYEUKIzDAYrL7Vk9t8fHzw9/fn3r17vPnmm8Z0Ly8vtm7dyv79+xkyZEi2Hc/X15eWLVvy9ddfm6QvWbIEX19fk2AmpcQWh4iIiCzXo3jx4jz77LOsWrWKb7/9NsvlZUWtWrWwt7fnypUrxoAypV27dtG8eXNGjx5tTEveaiNSJ8GMEEI84nx8fIwjXpJfSL28vBg1ahSRkZHZ1l8mJiaGJUuW8MEHH1CnTh2TbcOHD2fmzJkcPXrUOAw6PDycwMBAAP777z+mTZtGoUKFaNu2rcm+Z86cMTtWrVq10q3PwoULmTdvHq6urqnmSZzDJiwsjFu3bnHkyBHs7OysKt9azs7OvPHGG4wfP574+HieeuopQkJC2Lt3L05OTgwaNIiqVauyePFitm7dSqVKlViyZAkBAQFUqlQp2+rxqJJgRgghHnE+Pj5ERERQo0YNk9E8Xl5ehIaGUqVKFcqVK5ctx9qwYQN37tyhe/fuZtuqVatG3bp18fX1NXY+/uGHH/jhhx8A3bG1Xr16bNq0CU9PT5N9e/fubVbexYsX062Pg4NDukPJGzZsaHx+6NAhli1bRoUKFbh06VK65WfEhx9+SKlSpZgxYwYXLlygaNGiNGrUiLfffhuAkSNHcuTIEXr16oXBYKBPnz6MHj2azZs3Z2s9HkUGZWng/yMkJCQEFxcXgoODKVKkSG5XRwiRT0VGRnLx4kUqVapEoUKFcrs6QjwS0vq9ysj1W0YzCSGEECJfk2BGCCFEhnTo0MFkeHHyx/Tp03O7euIxJH1mhBBCZMiPP/6Y6mij4sWLP+TaCCHBjBBCiAxKOU+KELlNbjMJIYQQIl+TYEYIIYQQ+ZoEM0IIIYTI1ySYEUIIIUS+JsGMEEIIIfI1CWaEEEIIka9JMCOEEI+woKAgXnrpJcqXL4+9vT3u7u60a9eOffv2AXD37l1eeeUVPD09cXR0pHz58owdO5bg4GCTcj766COaN2+Oo6MjRYsWTfV4CxcupF69ehQqVAh3d3fGjBlj3Obv74/BYMBgMFCgQAFcXFxo2LAhEyZM4ObNmxk+t2vXrmFnZ0eNGjUsbk88lsFgwMbGhvLly/Paa68RFRVlUt+0zmfw4MF069bN5LXBYGDkyJFmeUePHo3BYGDw4MHGtJ07d9KlSxdKly6NwWDgl19+yehpCitIMCOEEI+w5557jqNHj7Jo0SLOnj3Lhg0b8Pb25u7duwDcuHGDGzdu8Nlnn3H8+HEWLlzIli1bGDZsmEk50dHRvPDCC4waNSrVY82ePZvJkyfz1ltvcfLkSf7880/atWtnlu/MmTPcuHGDgIAAJk6cyLZt26hTpw7Hjx/P0LktXLiQnj17Eh4ezp49eyzmWbBgATdv3uTixYvMmzePJUuWMG3atAwdJ6Vy5cqxYsUKk4kDIyMjWb58OeXLlzfJ++DBA+rXr89XX32VpWOKdKhHXHBwsAJUcHBwbldFCJGPRUREqFOnTqmIiIjcrorV7t27pwDl7++fof1WrVql7OzsVExMjNm2BQsWKBcXF7P0u3fvKgcHB7Vt27ZUy/Xz81OAunfvnkl6eHi48vT0VC1atLC6jvHx8apy5cpqy5YtauLEiWrIkCFmeQC1bt06k7ShQ4eqjh07pns+iQYNGqS6du1q9rpu3bpq6dKlxvSffvpJ1a1bV3Xt2lUNGjTIYlmW6mPJlClTVP369ZWvr68qV66cKly4sBo5cqSKjY1Vn3zyiXJzc1MlS5ZU06ZNM9nv/v37asSIEapkyZLK2dlZ+fj4qCNHjhi3nzt3Tj377LOqVKlSqnDhwqpx48bqjz/+MCmjQoUK6qOPPlJDhgxRTk5Oqly5cuq7775Lt86ZldbvVUau39IyI4QQmaAUPHiQOw+lrKtj4npJv/zyi8mtlfQkrlJsY2P9JPF//PEH8fHxXL9+nZo1a1K2bFl69uzJ1atX093XwcGBkSNHsmfPHoKCgqw6np+fH+Hh4bRu3ZoBAwawatUqQkND09zn7Nmz+Pn50aRJE6uOkZYhQ4awYMEC4+v58+czdOjQLJeb6Pz582zevJktW7awfPly5s+fT6dOnbh27Ro7duzgk08+4Z133mH//v0AKKXo1KkTgYGBbNq0iUOHDtGoUSNatWplbIULCwujY8eObNu2jb///pt27drRpUsXrly5YnLsWbNm0bhxY/7++29Gjx7NqFGj+Oeff7Lt3HJEDgRaeYq0zAghskPK/yDDwpTSYcXDf4SFWV/vNWvWqGLFiqlChQqp5s2bq0mTJqmjR4+mmv/27duqfPnyavLkyRa3p9aSMWPGDGVra6s8PT3Vli1b1L59+1SrVq2Up6enioqKUkql3jKjlFKbN29WgDpw4IBV59W3b181btw44+v69eurH374wSQPoAoVKqQKFy6s7O3tFaA6d+6soqOj0z2fRKm1zNy6dUvZ29urixcvqkuXLqlChQqpW7duZVvLjKOjowoJCTGmtWvXTlWsWFHFxcUZ0zw9PdWMGTOUUkr9+eefqkiRIioyMtKkrCpVqqTZslKrVi01d+5c4+sKFSqo/v37G1/Hx8erUqVKqW+++SbdemeGtMwIIYRI13PPPceNGzfYsGED7dq1w9/fn0aNGrFw4UKzvCEhIXTq1IlatWoxZcqUDB0nPj6emJgYvvzyS9q1a0fTpk1Zvnw5//77L35+funurxKamwwGQ7p579+/z9q1a+nfv78xrX///syfP98s7+eff86RI0c4evQov/32G2fPnmXAgAEZODPLSpQoQadOnVi0aBELFiygU6dOlChRIsvlJqpYsSLOzs7G125ubtSqVYsCBQqYpCW2ZB06dIiwsDBcXV1NVjG/ePEi58+fB3T/nQkTJlCrVi2KFi2Kk5MT//zzj1nLTL169YzPDQYD7u7uVreY5RZZaFIIITLB0RHCwnLv2BlRqFAh2rRpQ5s2bXjvvfcYPnw4U6ZMMRl1ExoaSvv27XFycmLdunXY2tpm6BgeHh4A1KpVy5hWsmRJSpQoYXaxtOT06dOAvoinZ9myZURGRprcLlJKER8fz6lTp0zq4O7uTtWqVQHw9PQkNDSUPn36MG3aNGN6Zg0dOtQ4Wuvrr7/OUlkppXz/DQaDxbT4+HhAB5MeHh74+/ublZU4WuvNN99k69atfPbZZ1StWhUHBweef/55oqOj0z124nHyKglmhBAiEwwGKFw4t2uRObVq1TIZIhwSEkK7du2wt7dnw4YNFCpUKMNltmjRAtAjlcqWLQvoYd+3b9+mQoUKae4bERHB999/T8uWLSlZsmS6x/L19eX11183CcYAxo4dy/z58/nss89S3bdgwYLGY2ZV+/btjYGApVFbD1OjRo0IDAzExsYm1YBw165dDB48mO7duwO6D82lS5ceXiVzkAQzQgjxiLpz5w4vvPACQ4cOpV69ejg7O3Pw4EFmzpxJ165dAd0i07ZtW8LDw1m6dCkhISGEhIQAumUl8eJ/5coV7t69y5UrV4iLi+PIkSMAVK1aFScnJ6pXr07Xrl159dVX+f777ylSpAiTJk2iRo0a+Pj4mNQrKCiIyMhIQkNDOXToEDNnzuT27dusXbs23XM6cuQIhw8f5qeffjKbX6ZPnz5MnjyZGTNmGFsX7t+/T2BgIPHx8fz777988MEHVK9enZo1axr3S34+iezs7ExaeCwpWLCgsUUp8X1KKSwsjHPnzhlfX7x4kSNHjlC8eHGzYdxZ0bp1a5o1a0a3bt345JNP8PT05MaNG2zatIlu3brRuHFjqlatytq1a+nSpQsGg4F33303z7e4WEuCGSGEeEQ5OTnRpEkTPv/8c86fP09MTAzlypVjxIgRvP3224Dua3HgwAEAs9suFy9eNP6X/95777Fo0SLjtoYNGwJ6VJG3tzcAixcvZvz48XTq1IkCBQrg5eXFli1bzG5beHp6YjAYcHJyonLlyrRt25bXXnsNd3f3dM/J19eXWrVqWZwor1u3bowaNYpff/2VHj16AHrUEST1/WjZsiXTp083GakVFhZmPJ9EFSpUsKrVokiRImluP3jwoEkw99prrwEwaNAgi/2WMstgMLBp0yYmT57M0KFDuXXrlvF83dzcAN1/aOjQoTRv3pwSJUowceJEY+Ca3xlUYq+rR1RISAguLi7GoYZCCJEZkZGRXLx4kUqVKmXqNowQwlxav1cZuX7LaCYhhBBC5GsSzAghhMhTkg8tTvnYtWtXbldP5EHSZ0YIIUSekrIzbnJlypR5eBUR+YYEM0IIIfKUrM7/Ih4/cptJCCGEEPmaBDNCCCGEyNckmBFCCCFEvibBjBBCCCHyNQlmhBBCCJGvSTAjhBBCiHxNghkhhHiEDR48mG7duqW6vWLFisyZM8fktcFgYMWKFWZ5a9eujcFgMK4pdPfuXV555RU8PT1xdHSkfPnyjB07luDgYKvq1rRpU0aNGmWS9s0332AwGPD19TVJHzZsGM2bN2fw4MEYDIY0H9bau3cvBQsWpH379mbbLl26ZFKmnZ0dVatWZdq0aSRfBWjq1Kk0aNAg1WN4e3szbtw4k9cGg4GPP/7YLG/Hjh0xGAxMnTrVmLZ27VratWtHiRIlMBgMac7B8ziTYCazrl6F+vXhhx9yuyZCCJGtypUrx4IFC0zS9u/fT2BgIIULFzam3bhxgxs3bvDZZ59x/PhxFi5cyJYtWxg2bJhVx/Hx8cHPz88kzd/fn3LlyllM9/Hx4YsvvuDmzZvGB8CCBQvM0qwxf/58XnnlFXbv3s2VK1cs5tm2bRs3b97k33//5f333+ejjz5i/vz5Vh/DEkvv740bN9i+fTseHh4m6Q8ePKBFixYWgx+RRIKZzJo4EY4dgxdfzO2aCCFEturXrx87duzg6tWrxrT58+fTr18/k9Wm69Spw88//0yXLl2oUqUKzzzzDB999BG//vorsbGx6R7Hx8eHM2fOmAQgO3bsYNKkSfj7+xvTrl69yoULF/Dx8cHFxQV3d3fjA6Bo0aJmael58OABq1atYtSoUXTu3DnVFaxdXV1xd3enQoUK9OvXj+bNm3P48GGrjpGazp07c+fOHfbs2WNMW7hwIW3btqVUqVImeQcMGMB7771H69atrS4/sTVu+vTpuLm5UbRoUd5//31iY2N58803KV68OGXLljULyq5fv06vXr0oVqwYrq6udO3a1WTl8ICAANq0aUOJEiVwcXHBy8vL7L0wGAz8+OOPdO/eHUdHR6pVq8aGDRsy8O5kjgQzmRUZmds1EELkIqUUD6If5Moj+W2OnODm5ka7du1YtGgRAOHh4axcuZKhQ4emu2/iCsfJg57UtGjRAltbW2PgcurUKSIiIhg6dCghISH8+++/APj5+WFnZ0fz5s0zf1IprFy5Ek9PTzw9Penfvz8LFixI9309ePAghw8fpkmTJlk6tp2dHf369TNpnVm4cKFV76+1tm/fzo0bN9i5cyezZ89m6tSpdO7cmWLFinHgwAFGjhzJyJEjjQFreHg4Pj4+ODk5sXPnTnbv3o2TkxPt27cnOjoagNDQUAYNGsSuXbvYv38/1apVo2PHjoSGhpoc+/3336dnz54cO3aMjh070q9fP+7evZtt52aJLGeQWba2uV0DIUQuCo8Jx2mGU64cO2xSGIXtCqefMQuGDh3K66+/zuTJk1mzZg1VqlRJs28IwJ07d/jwww956aWXrDpG4cKFeeKJJ/D396dPnz74+/vz1FNPYW9vT4sWLfD396datWr4+/vTpEkTHB0ds+HMNF9fX/r37w9A+/btCQsL488//zRrAWnevDkFChQgOjqamJgYXnzxRQYOHJjl4w8bNoynnnqKL774gkOHDhEcHEynTp1M+stkRfHixfnyyy8pUKAAnp6ezJw5k/DwcN5++20AJk2axMcff8yePXvo3bs3K1asoECBAvz444/GfkcLFiygaNGi+Pv707ZtW5555hmTY3z33XcUK1aMHTt20LlzZ2P64MGD6dOnDwDTp09n7ty5/PXXXxb7JmUXaZnJLAlmhBCPsE6dOhEWFsbOnTuZP39+uq0GISEhdOrUiVq1ajFlyhSrj+Pj42NsmfH398fb2xsALy8vk/SUF9KsOHPmDH/99Re9e/cGwMbGhl69elnsC7Ny5UqOHDnC0aNHWblyJevXr+ett97Kch3q1atHtWrVWLNmDfPnz2fAgAHYZuN1pXbt2hQokHSJd3Nzo27dusbXBQsWxNXVlaCgIAAOHTrEuXPncHZ2Nq5QXrx4cSIjIzl//jwAQUFBjBw5kurVq+Pi4oKLiwthYWFm/Y3q1atnfF64cGGcnZ2Nx8kp0jKTWVY0oQohHl2Oto6ETQrLtWPnNBsbGwYMGMCUKVM4cOAA69atSzVvaGgo7du3x8nJiXXr1mXoouzj48NHH33E9evX2bFjB2+88Qagg5m5c+dy5coVLl68iI+PT5bPKZGvry+xsbEmK3ArpbC1teXevXsUK1bMmF6uXDnjwpc1a9bkwoULvPvuu0ydOpVChQplqR5Dhw7l66+/5tSpU/z1119ZKiullJ+BwWCwmBYfHw9AfHw8//vf//jpp5/MyipZsiSgW1xu3brFnDlzqFChAvb29jRr1sx4GyqtYyceJ6fIFTmzpGVGiMeawWDI8Vs9uW3o0KF89tlnxk6hloSEhNCuXTvs7e3ZsGFDhi/wzZs3x97ennnz5hEREcH//vc/ABo3bkxwcDDfffcdhQoVomnTplk+H4DY2FgWL17MrFmzaNu2rcm25557jp9++okxY8akun/BggWJjY0lOjo6y8FM3759eeONN6hfvz61atXKUllZ1ahRI1auXEmpUqUoUqSIxTy7du1i3rx5dOzYEdAds2/fvv0wq5kqCWYyS1pmhBD5RHBwsNn8JMWLF6d8+fJp7lezZk1u376dal+V0NBQ2rZtS3h4OEuXLiUkJISQkBBA/zdfsGDBdOvm4OBAkyZNmDt3Li1atDDuY2trS7NmzZg7d64x4MkOv/32G/fu3WPYsGG4uLiYbHv++efx9fU1CWbu3LlDYGAgsbGxHD9+nC+++AIfHx+TC35ERITZ++vk5GRs0UlNsWLFuHnzZpotWXfv3uXKlSvcuHED0LfIgAyN3LJGv379+PTTT+natSsffPABZcuW5cqVK6xdu5Y333yTsmXLUrVqVZYsWULjxo0JCQnhzTffxMHBIdvqkBXSZyazpGVGCJFP+Pv707BhQ5PHe++9Z9W+rq6uqV6wDh06xIEDBzh+/DhVq1bFw8PD+Eg+rDs9Pj4+hIaGGvvLJPLy8iI0NDTbbzG1bt3aLJAB3TJz5MgRk+HGrVu3xsPDg4oVK/Liiy/SsWNHVq5cabLf2bNnzd7f4cOHW1WfokWLmszdk9KGDRto2LAhnTp1AqB37940bNiQb7/91qryreXo6MjOnTspX748PXr0oGbNmgwdOpSIiAhj4DZ//nzu3btHw4YNGTBgAGPHjjUbSp5bDCqnx/jlspCQEFxcXIzDBbPNa6/B55/r54/2WyiEACIjI7l48SKVKlXK8u0FIYSW1u9VRq7f0jKTWdIyI4QQQuQJEsxklvSZEUKINE2fPt04zDflo0OHDjlyzCtXrqR6TCcnp1SXLRD5m1yRM0taZoQQIk0jR46kZ8+eFrflVMfR0qVLp7kYY+nSpXPkuCJ35ZlgZsaMGbz99tu8+uqrxhVclVK8//77fP/999y7d48mTZrw9ddfU7t27dytLJi2zMTFgRW99oUQ4nFSvHhxihcv/lCPaWNjk+4oIvHoyRO3mQICAvj+++9NZg0EmDlzJrNnz+arr74iICAAd3d32rRpY7YORK5I3jKTYsIgIYQQQjw8uR7MhIWF0a9fP3744QeTSZmUUsyZM4fJkyfTo0cP6tSpw6JFiwgPD2fZsmW5WOMEyVtmJJgRQgghck2uBzMvv/wynTp1Mlvc6+LFiwQGBprM0Ghvb4+Xlxd79+5NtbyoqCjjxE3JJ3DKdhLMCCGEEHlCrvaZWbFiBYcPHyYgIMBsW2BgIKAXx0rOzc2Ny5cvp1rmjBkzeP/997O3oumJiXm4xxNCCCGEUa61zFy9epVXX32VpUuXpjkBVeJS5ImUUmZpyU2aNIng4GDjIyOzUGZI8onypGVGCCGEyDW51jJz6NAhgoKCjIuKAcTFxbFz506++uor4/oTgYGBeHh4GPMEBQWZtdYkZ29vn21reKRJghkhhBAiT8i1lplWrVpx/Phxjhw5Ynw0btyYfv36ceTIESpXroy7uzt//PGHcZ/o6Gh27NhB8+bNc6vaSZIvZy7BjBAiD/r2229xdnYmNjbWmBYWFoatrS1PP/20Sd5du3ZhMBj4/vvvMRgMaT4WLlxodR08PT2xs7Pj+vXrZtu8vb2NZRYoUAA3NzdeeOEFk64Ely5dwmAwpDp3zMKFCylatKjJa4PBQM2aNc3yrlq1CoPBQMWKFY1pa9eupU2bNpQsWZIiRYrQrFkztm7davX5ibwh14IZZ2dn6tSpY/IoXLgwrq6u1KlTB4PBwLhx45g+fTrr1q3jxIkTDB48GEdHR/r27Ztb1TYKDHagFyvYydPSZ0YIkSf5+PgQFhbGwYMHjWm7du3C3d2dgIAAwsPDjen+/v6ULl2awYMHc/PmTeOjZ8+etG/f3iStV69eVh1/9+7dREZG8sILL6QaAI0YMYKbN29y/fp11q9fz9WrV+nfv3+Wzrtw4cIEBQWxb98+k/T58+ebrRS+c+dO2rRpw6ZNmzh06BA+Pj506dKFv//+O0t1EA9Xro9mSsuECRMYN24co0ePpnHjxly/fp3ff/8dZ2fn3K4aQ1e1ZxW98GKntMwIIfIkT09PSpcujb+/vzHN39+frl27UqVKFZORof7+/vj4+GBnZ4e7u7vx4eDggL29vVmaNXx9fenbty8DBgxg/vz5WFrX2NHREXd3dzw8PGjatCkvv/yyyarVmWFjY0Pfvn2ZP3++Me3atWv4+/ub/TM8Z84cJkyYwBNPPEG1atWYPn061apV49dff021fH9/fwwGA1u3bqVhw4Y4ODjwzDPPEBQUxObNm6lZsyZFihShT58+JgGjUoqZM2dSuXJlHBwcqF+/PmvWrDFuj4uLY9iwYVSqVAkHBwc8PT354osvTI49ePBgunXrxmeffYaHhweurq68/PLLxDzm/1TnmRmAAZNfONCdf6dOncrUqVNzpT5puReRrF+OBDNCPH6Ugrjw9PPlhIKOkMZAiOS8vb3x8/PjrbfeAsDPz48JEyYQHx+Pn58frVu3Jjo6mn379jF37txsq2JoaCirV6/mwIED1KhRgwcPHhgDptTcvXuX1atX06RJkywff9iwYbRs2ZIvvvgCR0dHFi5cSPv27dPscwkQHx9PaGioVTMXT506la+++gpHR0d69uxJz549sbe3Z9myZYSFhdG9e3fmzp3LxIkTAXjnnXdYu3Yt33zzDdWqVWPnzp3079+fkiVL4uXlRXx8PGXLlmXVqlWUKFGCvXv38uKLL+Lh4WGyLISfnx8eHh74+flx7tw5evXqRYMGDRgxYkTW3rR8LE8FM/nJK80Osf9KGVqxDaKt+6MihHiExIXDKqfcOXbPMLApbFVWb29vxo8fT2xsLBEREfz999+0bNmSuLg4vvzySwD2799PREREmoFGRq1YsYJq1aoZl5/p3bs3vr6+ZseYN28eP/74I0opwsPDqV69erb0WWnQoAFVqlRhzZo1DBgwgIULFzJ79mwuXLiQ5n6zZs3iwYMHqa4pldy0adNo0aIFoIOnSZMmcf78eSpXrgzA888/j5+fHxMnTuTBgwfMnj2b7du306xZMwAqV67M7t27+e677/Dy8sLW1tZkapFKlSqxd+9eVq1aZVKfYsWK8dVXX1GwYEFq1KhBp06d+PPPPx/rYCZP32bKy+wL6g51UdhLy4wQIs/y8fHhwYMHBAQEsGvXLqpXr06pUqXw8vIiICDA2GJSvnx540U4O/j6+pr0fenfvz9r167l/v37JvkSB30cPXqU3bt3U7VqVdq2bZsty9YMHTqUBQsWsGPHDsLCwujYsWOa+ZcvX87UqVNZuXIlpUqVSrf85EvwuLm54ejoaPIeurm5ERQUBMCpU6eIjIykTZs2Jqt4L168mPPnzxv3+fbbb2ncuDElS5bEycmJH374wWyl79q1a1Mw2XqAHh4exuM8rqRlJpPsX3gWliUEMzH3crs6QoiHraCjbiHJrWNbqWrVqpQtWxY/Pz/u3buHl5cXAO7u7lSqVIk9e/bg5+fHM888k23VO3XqFAcOHCAgIMB4iwV0n5Dly5czatQoY5qLi4txYciqVavi6+uLh4cHK1euZPjw4VmqR79+/ZgwYQJTp05l4MCB2NikfslbuXIlw4YNY/Xq1WYz0qfGNtkafQaDweR1Ylp8wsjXxJ8bN26kTJkyJvkSpxNZtWoV48ePZ9asWTRr1gxnZ2c+/fRTDhw4kOpxUx7ncSXBTCbZOeq3Lho7iIzM5doIIR46g8HqWz25zcfHB39/f+7du8ebb75pTPfy8mLr1q3s37+fIUOGZNvxfH19admyJV9//bVJ+pIlS/D19TUJZlJKbHGIiIjIcj2KFy/Os88+y6pVq/j2229Tzbd8+XKGDh3K8uXL6dSpU5aPa0mtWrWwt7fnypUrxoAypV27dtG8eXNGjx5tTEveaiNSJ8FMJiXOyxeFPaRoNhVCiLzEx8fHOOIl+YXUy8uLUaNGERkZmW39ZWJiYliyZAkffPABderUMdk2fPhwZs6cydGjR6lfvz4A4eHhxuVr/vvvP6ZNm0ahQoVM1uUDjBOpJlerVq1067Nw4ULmzZuHq6urxe3Lly9n4MCBfPHFFzRt2tRYFwcHB1xcXNI/YSs5OzvzxhtvMH78eOLj43nqqacICQlh7969ODk5MWjQIKpWrcrixYvZunUrlSpVYsmSJQQEBFCpUqVsq8ejSvrMZJKdnf4pLTNCiLzOx8eHiIgIqlatajKax8vLi9DQUKpUqUK5cuWy5VgbNmzgzp07dO/e3WxbtWrVqFu3Lr6+vsa0H374AQ8PDzw8PPDx8eHWrVts2rQJT09Pk3179+5Nw4YNTR43btxItz4ODg6pBjIA3333HbGxsbz88svGenh4ePDqq69m4Kyt8+GHH/Lee+8xY8YMatasSbt27fj111+NwcrIkSPp0aMHvXr1okmTJty5c8eklUakzqAsDfx/hISEhODi4kJwcDBFihTJtnIDAuDJJ6ECl7j0ySqYMCHbyhZC5D2RkZFcvHiRSpUqpbmenBDCemn9XmXk+i0tM5mU2JE8FhvYvz93KyOEEEI8xiSYyaTETvFxFIR160A6aQkhHhMdOnQwGV6c/DF9+vTcrp54DEkH4ExKDGZiE9/C1ashYYZNIYR4lP3444+pjjayZuZcIbKbBDOZZHKbCaBChdyrjBBCPEQp50kRIrfJbaZMSmyZuU8x/SQ2NvcqI4QQQjzGJJjJpKiopOf3cdHBTGysXnxOCCGEEA+NBDOZVL580vPrlIElS8DWFgoUkEn0hBBCiIdIgplMckq2WO7njAc/v6SEH354+BUSQgghHlMSzGQDX1IshhYSkjsVEUIIIR5DEszkhGnTcrsGQgghxGNDgpmc9JgvyS6EyH1BQUG89NJLlC9fHnt7e9zd3WnXrh379u0D4NKlSxgMBouP1atXm5S1ceNGmjRpgoODAyVKlKBHjx7GbSnLcXZ2pnbt2rz88sv8+++/Ga53REQExYoVo3jx4hbntKlYsaLxWAULFqR06dIMGzaMe/fuGfP4+/tjMBi4n0o/xqlTp9KgQQOT1waDgfbt25vlnTlzJgaDAW9vb2PaDz/8wNNPP02xYsUoVqwYrVu35q+//srwuYqsk2AmC5Kv4n6G6qYbmzTRk9H07An//fdwKyaEEAmee+45jh49yqJFizh79iwbNmzA29ubu3fvAlCuXDlu3rxp8nj//fcpXLgwHTp0MJbz888/M2DAAIYMGcLRo0fZs2cPffv2NTvetm3buHnzJkePHmX69OmcPn2a+vXr8+eff2ao3j///DN16tShVq1arF271mKeDz74gJs3b3LlyhV++ukndu7cydixYzN0nJQ8PDzw8/Pj2rVrJukLFiygfPKRH+hgqU+fPvj5+bFv3z7Kly9P27ZtuX79epbqIDJBPeKCg4MVoIKDg7O97HffVUqPxVZqOb2SXqR8lC6d7ccWQjxcERER6tSpUyoiIiK3q2K1e/fuKUD5+/tnaL8GDRqooUOHGl/HxMSoMmXKqB9//DHVfS5evKgA9ffff5ukx8XFKW9vb1WhQgUVGxtrdR28vb3Vt99+q7755hvl4+Njtr1ChQrq888/N0n74IMPVK1atYyv/fz8FKDu3btn8RhTpkxR9evXN3vduXNnNW3aNGP6nj17VIkSJdSoUaOUl5dXqnWOjY1Vzs7OatGiRanmWbBggXJxcVG//vqrql69unJwcFDPPfecCgsLUwsXLlQVKlRQRYsWVWPGjDF5v6KiotSbb76pSpcurRwdHdWTTz6p/Pz8jNtv376tevfurcqUKaMcHBxUnTp11LJly0yO7eXlpV555RX15ptvqmLFiik3Nzc1ZcqUVOv6MKT1e5WR67e0zGRBisA9dVYsUy+EyG8U8CCXHtbNZ5W4XtIvv/xCVPLJsdJw6NAhjhw5wrBhw4xphw8f5vr16xQoUICGDRvi4eFBhw4dOHnyZLrlFShQgFdffZXLly9z6NAhq+pw/vx59u3bR8+ePenZsyd79+7lwoULae5z/fp1fvvtN5o0aWLVMdIydOhQFi5caHw9f/58+vXrh52dXZr7hYeHExMTk+6SDuHh4Xz55ZesWLGCLVu24O/vT48ePdi0aRObNm1iyZIlfP/996xZs8a4z5AhQ9izZw8rVqzg2LFjvPDCC7Rv3954Cy8yMpL//e9//Pbbb5w4cYIXX3yRAQMGcODAAZNjL1q0iMKFC3PgwAFmzpzJBx98wB9//JHBdygPyolIKy/JyZaZihWTGl+W0Tv1lplH/20W4pFn/h9kmFKKXHqEWV3vNWvWqGLFiqlChQqp5s2bq0mTJqmjR4+mmn/UqFGqZs2aJmnLly9XgCpfvrxas2aNOnjwoOrTp49ydXVVd+7cUUql3jKjlFKnT59WgFq5cqVVdX777bdVt27djK+7du2qJk+ebJKnQoUKys7OThUuXFgVKlRIAapJkyYmrTCZbZmJjo5WpUqVUjt27FBhYWHK2dlZHT16VL366qtptsyMHj1aValSJc3WuwULFihAnTt3zpj20ksvKUdHRxUaGmpMa9eunXrppZeUUkqdO3dOGQwGdf36dZOyWrVqpSZNmpTqsTp27Khef/1142svLy/11FNPmeR54okn1MSJE1MtI6dJy0we4OiY9PwLXs29igghRCqee+45bty4wYYNG2jXrh3+/v40atTIpOUhUUREBMuWLTNplQGITxjMMHnyZJ577jn+97//sWDBAoudhC1RCTOjGwyGdPPGxcWxaNEi+vfvb0zr378/ixYtIi4uziTvm2++yZEjRzh27JixT06nTp3M8mWUra0t/fv3Z8GCBaxevZrq1atTr169NPeZOXMmy5cvZ+3atRQqVCjNvI6OjlSpUsX42s3NjYoVK+KUbAIzNzc3goKCAN0yppSievXqJiuU79ixg/PnzwP6ffvoo4+oV68erq6uODk58fvvv3PlyhWTY6c8Dw8PD+Nx8jNZaDILateGU6f08wM0TTvzjRtQunTOV0oI8ZA4AmG5eGzrFSpUiDZt2tCmTRvee+89hg8fzpQpUxg8eLBJvjVr1hAeHs7AgQNN0j08PACoVauWMc3e3p7KlSubXSwtOX36NACVKlVKN+/WrVu5fv06vXr1MkmPi4vj999/N+mUXKJECapWrQpAtWrVmDNnDs2aNcPPz4/WrVune6y0DB06lCZNmnDixAmGDh2aZt7PPvuM6dOns23btnSDHtDBUnIGg8FiWmIQGR8fT8GCBTl06BAFE1c5TpAYAM2aNYvPP/+cOXPmULduXQoXLsy4ceOIjo5O99jxj8DIWwlmsmDOHLDinxItLLf+6AkhcoYBKJzblciUWrVq8csvv5il+/r68uyzz1KyZEmT9P/973/Y29tz5swZnnrqKQBiYmK4dOkSFSpUSPNY8fHxfPnll1SqVImGDRumWzdfX1969+7N5MmTTdI//vhjfH19TYKZlBIv9JaGcmdU7dq1qV27NseOHbM4aivRp59+yrRp09i6dSuNGzfO8nEtadiwIXFxcQQFBfH0009bzLNr1y66du1qbNGKj4/n33//pWbNmjlSp7xGgpksMGtoCQqCUqUsZ7aieVUIIbLTnTt3eOGFFxg6dCj16tXD2dmZgwcPMnPmTLp27WqS99y5c+zcuZNNmzaZlVOkSBFGjhzJlClTKFeuHBUqVODTTz8F4IUXXjA7ZmBgIOHh4Zw4cYI5c+bw119/sXHjRrNWhZRu3brFr7/+yoYNG6hTp47JtkGDBtGpUydu3bplDLZCQ0MJDAxEKcXVq1eZMGECJUqUoHnz5ib7Hj9+HGdnZ5O05PPLpGb79u3ExMRQtGhRi9tnzpzJu+++y7Jly6hYsSKBgYFAUsfr7FK9enX69evHwIEDmTVrFg0bNuT27dts376dunXr0rFjR6pWrcrPP//M3r17KVasGLNnzyYwMFCCGZEJJUtCx45g4Y8Be/fqBZ0SmmuFECKnOTk50aRJEz7//HPOnz9PTEwM5cqVY8SIEbz99tsmeefPn0+ZMmVo27atxbI+/fRTbGxsGDBgABERETRp0oTt27dTrFgxk3yJt3ccHR2pUKECPj4+fP/998bbQWlZvHgxhQsXplWrVmbbfHx8cHZ2ZsmSJbz22msAvPfee7z33nsAlCxZkieeeII//vgDV1dXk31btmxpVl5iP560FC6cdsvbvHnziI6O5vnnnzdJnzJlClOnTk23/IxYsGAB06ZN4/XXX+f69eu4urrSrFkzOnbsCMC7777LxYsXadeuHY6Ojrz44ot069aN4ODgbK1HXmVQ1nyi+VhISAguLi4EBwdTpEiRbC8/eYOLUuh1mVxcUt/h0X67hXhkRUZGcvHiRSpVqpRuB08hhHXS+r3KyPVbRjNlUWLcYpzhOp1IXpY4EEIIIbKXBDNZ9NZb+qexk34694RJtm6IEEI8bmrXrm0yvDj546effsrt6ol8SvrMZJG9vf5p5eSa4OcHKe6vCiHE42LTpk3ExMRY3Obm5vaQayMeFRLMZFHi7NYphvKnbvVqCWaEEI+t9IZyC5EZcpspi9JtmUk5fnvVqhytjxBCCPG4kWAmiywGM717659ffgkDBjz0Ogkhcs4jPgBUiIcqu36fJJjJIou3mRYvhmPHYMwYuHw5V+olhMheiRO+pZweXgiReeHh4YD5MgsZJX1msshiy4ytLdStq5/Lf3FCPBJsbGxwdHTk1q1b2NraUqCA/C8oRGYppQgPDycoKIiiRYumOzt0eiSYyaLEYCYwELp2hUGDoEePZBlS6bUvhMhfDAYDHh4eXLx4kcvS4ipEtihatCju7u5ZLkeCmSxKvM108aJ+bNiQojFGJskT4pFhZ2dHtWrV5FaTENnA1tY2yy0yiSSYyaLElplUvfkm/PILtGwJO3fqtLi49CfXE0LkSQUKFJDlDITIYySYySJLwcz9+2BcZLV5c7h1Cxwc9EKTAOHhkGIFVyGEEEJkjvRgy6LE20zJ+funSChRAhwdk14n9N4WQgghRNZJMJNFllpmLDa6GAxJAc2DBzlaJyGEEOJxIsFMFllqmUm1b2Bii8ydOzlWHyGEEOJxI8FMDki34WXChIdSDyGEEOJxIMFMFjk4mKdt25bOTmadaoQQQgiRWRLMZJGHh3nad9+ls5Os1ySEEEJkGwlmHqa33tI/XV1ztx5CCCHEI0SCmWzg7W1lxsR7UpGROVUVIYQQ4rEjwUw2iI01T7t1y0LGxFlDIyJytD5CCCHE40SCmWxgsmJ2glKlLGRMDGakZUYIIYTINhLMZIOqVa3MKMGMEEIIke0kmMkGc+bA4MGwd286GaXPjBBCCJHtZKHJbFCqFCxYkPr2kBC4excqptVn5sYNWL8eunWzPN5bCCGEEBZJy0wOio/XP598EqpXh6uhRXVCypaZw4ehTBkYPRo8PR9qHYUQQoj8ToKZHLRwIfz5J5w5AzExsOecm96QPJg5dw7+97+k16GhD7WOQgghRH4nwUw2K1o06fmwYdC6dbKNCatShj0wsGYNhIUqqFbtodZPCCGEeNRIMJPNHB1T39bn/RqcpRrDbnzACy/Ai+4bHl7FhBBCiEeUBDPZ7PPP097uyVlWRTwLwPLwrpYzJXa2EUIIIUS6JJjJZs8/n7H8UdiZJ8rQbSGEEMJqEsxkswIFoF496/MXIorrlDZNPHkyeyslhBBCPMIkmMkBhw9D11TuIFlSluumCcnuVUVGQvv28Nln2VQ5IYQQ4hEjwUwOKFgQxo7NQgHLl8PVqwAsXQpbt8Kbb2ZP3YQQQohHjQQzOSQjfXgLYWFG4BdfBDs7bp+7b0xSKuv1EkIIIR41uRrMfPPNN9SrV48iRYpQpEgRmjVrxubNm43blVJMnTqV0qVL4+DggLe3NyfzSX+S5MFM+fJp543EAWxSrCyxZQvExDDpk6LGpD/+yL76CSGEEI+KXA1mypYty8cff8zBgwc5ePAgzzzzDF27djUGLDNnzmT27Nl89dVXBAQE4O7uTps2bQjNB7PktmyZ9LxVK+jUKZ0d7t41S4pJsXTWpk3ZUDEhhBDiEWNQKm/dvChevDiffvopQ4cOpXTp0owbN46JEycCEBUVhZubG5988gkvvfSSVeWFhITg4uJCcHAwRYoUycmqmzl5ElatgtdeAxcXOHtWL71UgDieYTvbaGPMu3kztO9gMNl/KlN4n6kmaXFxesSUEEII8SjLyPU7z1wW4+LiWLFiBQ8ePKBZs2ZcvHiRwMBA2rZta8xjb2+Pl5cXe/fuTbWcqKgoQkJCTB65pXZteP99HciAXmxSKYjDxiSQAejQAc5T2SRtAUPMyszF0xFCCCHypFwPZo4fP46TkxP29vaMHDmSdevWUatWLQIDAwFwc3Mzye/m5mbcZsmMGTNwcXExPsqVK5ej9c+UmzctJrd2CTB5/YDCZnnu3MmRGgkhhBD5Vq4HM56enhw5coT9+/czatQoBg0axKlTp4zbDQbTWy9KKbO05CZNmkRwcLDxcTVhiHOe4u5uMflScHHj83gM3KGEWZ758y2PlAoNldFOQgghHk+5HszY2dlRtWpVGjduzIwZM6hfvz5ffPEF7gkX/JStMEFBQWatNcnZ29sbR0clPvKjs1S3mD59OkyYYJp2+jQUKQIvvJBOoUrpTjdCCCHEIyTXg5mUlFJERUVRqVIl3N3d+SPZeOTo6Gh27NhB8+bNc7GGOadIEWjLVo5Qn3sUSzXfrFlJzyMjYdQo/fznn2H8eDAYYPZHEeZNNc8+C9WqQXh4DtReCCGEyB25Oprp7bffpkOHDpQrV47Q0FBWrFjBxx9/zJYtW2jTpg2ffPIJM2bMYMGCBVSrVo3p06fj7+/PmTNncHZ2tuoYuTmaKS12dhATk/n9Y2P1TMNp3HFDYdA9kN97TyckZl63Drp1y/zBhRBCiByWb0Yz/ffffwwYMABPT09atWrFgQMHjIEMwIQJExg3bhyjR4+mcePGXL9+nd9//93qQCYv274d6tTRP198Me28lbhglhYaqm8vpWvKFP0zecwqt5qEEEI8QvLcPDPZLa+2zCSXVusK6Mnz2vI7fjxjTLt0CSpWTHs/RULBW7bo1SoTrV4Nzz+fqboKIYQQD0O+aZkR6evIRmyI43nWmKQfPZr+vsYoNXkgA9IyI4QQ4pGSrcFMdHR0dhb32Pj009S3/UZnANqzxSS9a9f0y43B1vKG3r31tMRhYdZWUQghhMizsiWYOXz4MGPGjKF06dLZUdxjJ63AJPEOlAeWJ9pLy008Ut/4+ecwfHiGyxRCCCHymkwHM7dv32bOnDnUr1+fJ598kiNHjjB58uTsrNtjI+WC2YmSd2txIJKbWJ5sLzUVucwFKhFAY8sZVq7MUHlCCCFEXpRuMLN161YCAvQ0+/Hx8fz666/06NGDMmXKMH/+fE6ePMmOHTvYvXs348ePz/EKP4pSW3GhUyfgp5+Mr935j4EsylDZVbjAkwRwmfJZqGGCY8fgwIGslyOEEEJko1TaBLSRI0dy6tQpXF1diY+P56+//qJgwYL06dOHv/76i/r162Nra0uxYqlP8CbSl1rLzLlzwLS+0KQJ/PYbjBvHeaqY5OnMr/xGl3SP8Q81qMAV8w0REeDgkO7+hw4qKjzxDCW4A7dvg6truvsIIYQQD0OaLTMbNmxg7ty5LF26lI0bNzJ06FAuX77Mp59+Sv369R9WHR8LPXqYp9nZJTypUgVefRWAluw0yXONslaVX5BURjA5OuoWl0Tx8bBtG+zebVwE6u+/ofETBhryt85z/bpVx0zT7Nnw0kuyoJQQQogsSzOY6dy5M+PHj2fgwIG0b98eX19fKlWqxMSJEzlx4sTDquNjYc0a2LTJNM2sweSff5jMRyZJR2hIzPpN3MaVq5TlEI0oZ6EFZg7jUj/4Bx/owOXcOV2RNm3g6adh4kQAXn5ZZ7uGvh92PyiaiRNhz56MnGEKr78O33+vg6YDB+Dw4SwUJoQQ4nGW5qR5Sim2bt2Ki4sLzZo1IzY2lt9++42FCxeyadMmatasaewz06JFi4dZb6vlh0nzkps6Va9AAHDnDhQvniJD06ZcOXDDeMvIkQc8UIVNZt6rzHkuUtmsbIUBbG1hzBg9mim5J57gfsBZihKcYidlMqlfK7bxJ60BPYPx8eOZOEmloEBCHL1kCQwYoJ+fOaPXjkpvFkEhhBCPvGybNM9gMNC+fXuaNWsGgI2NDd26deOXX37h+vXrDBw4kJo1a+Ll5UXz5s2ZPXt29p3FY2r0aP2zaFELgQyAnx+FiDS+HP6SeYebAsSnfoD+/aFDB7PkXwJKU4z7vMOHJulXUjTyJAYyAJlunIuKSnr+1ltJzz094ZNPoF8/6WgshBDCatmynEFAQAALFixg5cqV3LlzJzvqlW3yW8sM6JWwCxRI1mcmhWiDHfboCQpv3gR3d+CHH4yLPFXnDP9S3Wy/4LmLKTK4BwQF6X44yRiS5gs2LoNwh+K6w28aLH577t1LisRiYsx7OJ89qwOX9Pj5wdy58PHHepK/wYPhuefS308IIUS+l5Hrd7auzRQVFYW9vX12FZct8mMwk66oKPyX3SDcrRIdOyZL37wZ1q6lxs7vOHPWvNGtSpWEEVJgdisneTBziQpU4Ao7aIk3O9KsSnw8GG7egFKldARWoIBp2clX6I6L00t9e3nBzp0Wy0uXdBgWQojHQq6tzZTXAplHlr093kNSBDKgbx/98AM2tpY/1vPnk73Yvj3V4ityGQOKTaQ8gLnIHQegTBmoXBlKlIBXXjHN8OKLukXFYNCtNb/+mvlARgghhLBAVs1+BL3/vu5IbMl//+lGFECPuW7UiFuUoBS3MnWsOxSnOPcytW+mREWlfv9NCCHEI0NWzX7MTZoEixfDP/+YN4LMmpXsRb16QDrDttOxjdYcp06m98+wzZvlVpMQQggT0jLzGEjehaVgQYiNTXp9wlCHumR9zqD+LOFzxqfbYTjbLF+uV/8WppSCJ54AH5+0l2MXQog8LsdbZuLj4zl79iy7d+9m586dJg+Rt8WlmAj4X6pZve8+mnKRilzBfDGppQygJLczVpmmTZOe370LX38NZcvCtWvp79unT8aOlVExMbB0qa5LfBpD3S3ZsEHPn/OwRUbqmaIPHYLPPjNvwRo3TvdtuvcQbwsKIcTDoDJo3759qlKlSqpAgQLKYDCYPAoUKJDR4nJccHCwAlRwcHBuVyXXfP21UvrKph/JLX76e5NtaT1u4arU1q1KQap5jE9q1Uq/wKAgpeLilIqPN6/0338rNWSIUkeOpL5/yv3+/lupunWVGjVKqW++sf4NCg9X6tdflQoLS0r75BPz4928qdT48Uo5OCg1b55S7u5KrVhhWlZcXFL+K1esr0NWnTxpXt/QUKUCA5UaNEipBg2S0t94Q6nIyKR9w8P1/kIIkYdk5Pqd4WCmfv366oUXXlCnTp1S9+7dU/fv3zd55DUSzGiWgpm7d5X64ov0Y47Ro5WaO1clXex79Uo1bwT2+snSpaYbDAYLkY+Vvvwy9crt2aMDiJQnCUr17KnURx+ZBz337il1/XrS68KFk/b59VfLZaX1SBQdrQOFxHQ/v/TPLSZGqTlzlNq/3/r3IzbW9JxiYizXa/bstOvt7KzU2bNKPf20fr1pk/V1SGnyZKU6dtR1EUKIbJCjwYyjo6P6999/M1Wx3CDBjNakSdI17P59pVatsu46/eGHFgqLjEw1/36e1E8uXlTKycn0gj92rFLFiin1+edKRUVl7AR69ky9kq++qtTevalv9/RUKiIiqazE9Bs3lPrhB8stGhkJZqKjdUvQK6+YbxszRrcuffZZUgCSPBCZNSsp72+/mZ7z1atKPfGEUn/8kZQWHq5U5cpKdeqUlDZiRMbqa01gZq0dO8zLePvttPe5c0epBw8yfiwhxGMlR4MZHx8ftXnz5kxVLDdIMKOdO5d0rfH2tnwde+klpY4e1df9tWuV+vHH1Mu7ciHGYhkjugfpC5xSSv38s06cOTPrJ7BwYdYu0s8+q8uJjMy+C39GH//7X1LAk3gLKrVgYvVq0/T4eN0is2mTad4JE7K3jn36pP053L2r65Eoo0HRvXtJee7eTWpVE0KIFDJy/c7waKZ169bxzjvv8Oabb1K3bl1sbW1NttdLGO6bV8hoJi0+Xo9kSi9PRtZ4XGHoTR9WmKWbfKPCwsDJyfpC06rckiXQrJl1SyFY8uWXeqz6mjVZr09WubpCYKBe+DO5uXNh4EBwcTFNr1EDLlyAcuWSZj/cvRueeir76xYaCqdOQcOGun63bumlJY4cgRkz9Gewdy88eJD6Z5van5UXX9RLbyRq2RJ2pD3LtBDi8ZSjyxkUKGA+AMpgMKCUwmAwEJdyuEwuk2AmSXqBSsa+CcDIkdw/cIZiR/yyVM7ff+trdIkSVu4gq2o/HCNGwLRp4OZmvu3GDT00rpz5yDZAB59//qm3Jwafv/wC3bub583wF08I8TjI0WDm8uXLaW6vUKFCRorLcRLMJEkrBti0yeJi2lZRCnr1gtWr9evISL22ZGotQXfvgoODfrzxRtJEflZ/EyMiwNfXfOkEYdkHH+gP6OuvdevUw7B8edLw+YgIaNECDh+2nDejTYJCiMdCri00mRdJMJMkrevFjz/CsGGZL/vSJahUKel14cI6QPr1V9i2Td8RKVwY7t+HYsX0ck5XrpgGPJYW2A4Jgdat9fxvXl4ZOKGM6tQJNm7MvvLykuS/4hs2wCef6NtEeYW/v/mH++WXMGECvPQSzJkjwY4Qj6FsnzRvw4YNxMTEGJ+n9RB519ixqW+rZv3ceRalbJB78ED/Y/7ZZ7qrxZtvQnS0DmQArl/X/7wnl9iVJTAQDh7Uz4sXh4AA8Pa2cNDr1y1XZuvWjFW+UiX47TfdQjB/PlSsCP/+m7S9ZEm4fVsv/7BpU9plde8OjRtn7PjZJSRE929JHiGm/F/l2Wdhzx5wd8/eYw8enPl9V5j3u+LVV/U6XF9+qYMdIYRIizU9ig0Gg/rvv/+Mz1N7yKR5eduNG+aDTrp3V2rNmuwpP2XZbm4ZG0jz0Ue6nAIF9OujR023z5iht2/bpoeaHzmiVNg3i9Vi+qtASilVo4ZSu3bpETIeHnqnffuUatMm7QNbmrRPKaW2b1eqXTulbt82TT9+XE8KePSo6VwuISF6+5kzSrVsmbGTnzrVcnr58tbtn3zCv6tXlXr/fT1hXmr27TMvIyoq86OgsjpKLLnYWNNt8+ZZ/yUUQjwycnQ0U34jt5mShIfrWz3JZeenn913At57T3f3SG7UKPjmG/28dGndDzVRXBwY+6cnLkBlY6NPMmXH9cOH4a+/9OiarFR87tykJq+Ub2Z4uL6vVrq06TG8vU1bG0qU0KOHjMuZJ5PYoT6toWiZ6XNy755u9kpOqcy9F0eP6larsDBwds74/mB6Dn/8AW3bmtdNCPFYkVWzhUUODqavd+/O3vJ79Mje8lIGMpAUyIBpIAO6e4WRjU1SBxyDAapWNc3csKHeIasRWFq3axwddSADukPQypX6/pufn+nw8M2bzaNMgO+/10FYgQKpX8wrVszcORQrZnorzRoLFlhOr11b/3RygnQGCPDhh3rtqJSGDEl6njKQAf3+CSFEKiSYeYwYDKbX3hYtsrf8NWt0l4zc8uOPaWzs2zfp+YgR2XfQHj10R9X0Og/b2EDPnjrAAXjuOT3K5/Zt3cfG0VEP7XrlFT0c7OpV83omdjKaODEpzVJgYK2qVeHmTXjtNThzJv38gwfrDk2+vklpZ86YthqVL5/0POVY+5074Z13oFEjmD3bdNuiRWkfe9++9OsnhHhsyW2mx0xQkL5evvgitGqV/eU/eKDLT+2feIDmzU0H07zyir5bkx1S/TaPHw9z5hCKE4sG+XG7YmPatMn+gO6hiY/Xj5TDv7IqKEi/KTVq6E7RPXrogOfdd03H7j94AIUKWb79FRqqg57r18HHJyk95YfTvbueeybRn3/qoK5ZM/MyX3wRvvsuS6cmhMhfZGh2MhLM5I7U7nxcvAhly5pOfNuggR7xlB1CQlLptrFnDzz1FAZMv+6P9rc/i+7e1bejMnsr7ubNpNtsGzZAly6m29OblvqNN3RQNWOGDmRyIvoWQuRZ0mdG5Lrz5/Wo2lmz9DBrb2/dWlOxom5MePJJnW/zZt0XNS0nT1p/3F27UtnQogWB08zvQ6XMr5TuixMZaf0xly7VXXAuXrR+n3yhePGs9Sny8NCdrE+dMg9kwLxTdkqffKInPzp3TgIZIUSaMt0yc/LkSZOlCwoWLEjtxI6AeYi0zORN4eE64KlbF9q1g99/t5xvyRLo31/f1Th8WC/lk1LFinrSvkSpfaO7dNF3TpLr1CkpLWVDwblzOtBKb9qYxOt9ly66AUJkwPnz5p2zE0mzmRCPtRy5zbRr1y5ee+01AgICAHB2diY8PJzE3Q0GA1u3bqV169ZZrH72kmAm77twQQcsb76p509btUrfXejQQc/8m/JORMqgo2lT2L8/6XVq3+jUGhn+9z89U/E//8Azz5hvv3pV3xpLTWK5BoOeGDC7u7E88lL7YCSYEeKxliO3mebNm8eAAQNM0vz8/Lh48SIXLlzg1Vdf5Zvk42aFsFLlyrpDcPfu+lbU77/rqUtmz7bcpaJAAdM+N8kDGYCuXaF9e32HI9GDB6kf/9AhPXDI0ohggLNnrTsPpXS9wsOtyy8SJB8dJYQQmWB1MBMQEMCTiR0dEpQtW5YKFSpQsWJFBgwYwD4ZPimyyNER2rQBO7u08yWfdqRLF92qk2jDBr2iQZMmSWlLl6Zd3saNenCOJWn1hbHUeGBpdn6RQck/UCGESIfVwcz169fx8PAwvl60aBHuySYtKV68OHfu3Mne2gmRiunTk56fPq3nYkvNrVswcmTS67ff1hPWptSggeX9hw/XywRZEh1tnpaVqV9EgrQ+UCGESMHqYMbZ2ZmLyf5F7dGjB46JE4ABFy9elD4p4qF5662k57//Dvb2lvPFxpqvEvDhh6ZTpiRKa0bkQoWSho/fvZvUMjR5snneefN0NxBb29SDIJHMc8/pXtyJk+zt25f6ByqEEBZYHcw0adKExYsXp7p94cKFNEneri9EDjIY9C2euDi96HVqvv7aPK1AAT0HXEY1bKhXAHB11bfBmjfXQ89TExub+q0rkYyLi+4FfuuW/lCbNs3tGgkh8hmrg5nXXnuNRYsW8eabbxIUFGRMDwoK4vXXX2fp0qW89tprOVJJIVKTfKoSS1OZjBtn+jqxU7ClpZAShYenHiBVr570XLqIZaPsXqVUCPFYydA8M/PmzWP8+PHExsZSpEgRDAYDwcHB2NjYMGvWLMaMGZOTdc0UGZr9+Lh1y/LC08kl/7aHhsJXX+k+NJby/PuvafCSlhdegL//1nPTpHVMIYQQ1snR5QyuXr3KmjVr+Ddhxd1q1arx/PPPU65cuczXOAdJMPN4uXtXj2RKvq5kIjc3vWRQcnFx5vPCJP+NsLbB4OZNfbfk3XfNbz0l3g775Re97FDp0rqeBw7omZEjIvRku0IIIZLI2kzJSDDz+LEUoEDSUkMpHThg2k0j+W/Ezp16Dpr05pqJjzedPC+52FhYtgwGDkwqv25dOHEiKc/163r2f7nbIoQQWo6vzXT+/HleeeUVWrduTZs2bRg7diznz5/PVGWFyG4FC5qv97R/v+VABkzno0k5v03LlnptqfQkD0KCgkwn4LOxSQpkErcnD2QAypTRLTbyaySEEBmX4WBm69at1KpVi7/++ot69epRp04dDhw4QO3atfnjjz9yoo5CZFjRorq15NAh3TKS3kC7Gzf0RLShoebbnJ11WbGxYE0f95IlzdeASs7NzXJ6YKBepig6Go4dg44d9YzIiV59VbfehIdnbCFMIYR41GX4NlPDhg1p164dH3/8sUn6W2+9xe+//87hw4eztYJZJbeZRE746y/TAMnSb1F23TIKCtL9cVJOvXL2LFSrlj3HEEKIvCZHbzOdPn2aYcOGmaUPHTqUU6dOZbQ4IfKl5Ctpp1jlI9t9843lOeSSTxwohBCPswwHMyVLluRI4lSoyRw5coRS6Y2LFeIRUaAADBmiO/L6++fssaZMsZye00GUEELkFxbGfKRtxIgRvPjii1y4cIHmzZtjMBjYvXs3n3zyCa+//npO1FGIPGn+/LS3//qr+UR+b74Jn36aPcfPyZFP16+Dk5O+vSWEEHldhoOZd999F2dnZ2bNmsWkSZMAKF26NFOnTmXs2LHZXkEh8qvOnZP60gQH647EBQrAxIm6g++1a1CrFrzxRuZad7KyrmtMjF47KlF0tF6eoXZtvYhn2bI6vWZN8PSE55/Xw9ddXJKWUBJCiLwiS/PMhCYM/XB2dgb0ytplypTJnpplE+kALPK6a9fgnXegUSM9YikjMvPbe/x40qrhS5dCv356sc527azb/949KFIETp2CypXh8mWoUUPmyBFCZK8cn2cmkbOzM87OzgQGBvLKK69QtWrVrBQnxGOpbFlYuBDGjtWdfb//Hlq1gj/+MO/4+9FHpq8/+MC6Y4wdq4ONn35KCmQA+vfXP6Ojra9vsWI66KpbV69xVasWDB+uZ0GePBmqVIHbt3Xrz+3bepmHR3tqTiFEbrO6Zeb+/fu8/PLL/P7779ja2vLWW28xZswYpk6dymeffUbt2rV57bXX6NOnT07XOUOkZUbkZ0rp5Q66dYPy5eHHH+HLL01bcLp00Xm+/VYHEtev64Uye/eGJUusO07XrrB+fY6cglFMjJ5AcO9eiIoCH5+cPZ4QIn/LkeUMRo8eza+//kqvXr3YsmULp0+fpl27dkRGRjJlyhS8vLyypfLZTYIZ8ahRynS18Jz00kvw3XfZV9777yeNzkpteQlLvv5aT2gow9GFeHzkSDBToUIFfH19ad26NRcuXKBq1aqMHTuWOXPmZEedc4wEM+JRlNP9U955Bz78UD8PDdV9ZLLbv//qGY9BB2hHj8Lhw3r5iLlz9bIUoFudHB3182vX9NIPQohHX470mblx4wa1atUCoHLlyhQqVIjhw4dnraZCiEz5+++s7X/2rF5d3JIzZ0z74jg762BDKRg82Dx/xYqZq0O1ajooMxh0S1PDhjBsmO43lHyh0JMnk56fO5e5YwlhSXx81kYFirzD6mAmPj4e22RjOQsWLEjhwoVzpFJCiLQ1aKCHTWfExYsQFqaDkmrV4OmnzfPs2wfVq6fe8rNggemimUrpci0ZO1b338mKiAh44omk197esGFD1spMTXi4bvnJj52V4+Lgn3+sq/vKlfrz3bYt5+uVFfHx2VueUnoh1+TvUf/+eqqBL79MSvvzz6Qge9ky/R386CP9vRs+XHdqt+ZYmXHrlq7TuHH6+B99BJ99ZlpeWJheqDY4WL+OidF1u3UrKZ9SerThpUvZ/z7mWcpKBoNBdezYUXXv3l11795d2djYqLZt2xpfJz7ymuDgYAWo4ODg3K6KENmue3fdZlKpklJ9+iS9/vRTpUaMUOrwYf26UyfL+3/xRWKbi37Ex6d/zPh4paZOVcrfPyltxw6l2rXTxz18WKno6KRtycvPyGPIkNS3WapTSs7OOu/t20lpDg46LSJCv46JUapHD/Py799Pu2xL7t1T6p9/lAoPN01fvVqpoUOTygkNNT3Wt9/qn2vWKHXunFJvvaXUjRvWHTNR585J5fXtq9T8+UqFhOhjBgcr9eCBznfunOmx//knqYwLF5QKDNTvSfJzP3rU/JyUUurmTf05jx2r1KhR1tUzMjL1bTExSs2Zo1TDhkrVr5/6Z52eypX1fi+/rH8HwsOVun5dqWee0eljxuh8cXGm70XHjkrt22fddzPxu3/5slK+vkoFBSUdf9q0pHwffKDUjBlKzZunt924oZS7u1KDByvVpUtSvnXr9GeR0d+R48eVGj8+6fXTT+uy7t1LSgsNzfh7mFdk5Ppt9Vdl8ODBVj3yGglmhEibv7/+o/fllzlT/uXLuvzmzfUFM7PBTfJHXJwOUkJClFq5UqkiRZTy8dHbLl1SauBA0/yxsaava9RICvRSeyQGGYmPd95J/RzXrzfN26CBeXmvvqqDBWvOr3nz9N/Xu3eVGjcu7XKefjr9Yyml1IYNpmnbtukLb8q8UVFKrVhhOdBcvFipgwf1uSde7G/d0p/LwYNKbd2q8330kel5xMcrdeRI6vWzFEgtW2ae78svlWrVyrr3d+fO7PkeJn+Ehir122/ZX25WH7GxVv2a5kkZuX5nadK8/EA6AAuRt9y5A7/9Zt7/JnF0U16efC+1DsjW1rlSpdRvy6UUEwO7duk1uAoW1B2x33tP3+r43/+y731ydc2ZfiNz5ujbJZYMGZK0HEh65/Hjj7ovFehbJg8e5EyH9EdVfr7C58hopvxKghkh8qbffoNNm3SfgMTRSqBHUb33Xu7VyxrJg5pateD06dytT3700kvw1Vemy2qk5tdfdQfxxGU2HhclSljXRyct+fkK/9BmABZCiMzq3BnmzTMNZADefts87+bNehmFnNSsGTRubF3esmX17Me//54/A5lr13K7Bnr+ImsCGdATQz7MQKZlSx1Qr10LDg562Y69e3VH64kTc/bYLi4wcqRuuQoM1Ou4DRsGO3fqWbcdHXXH3pUr0y+refOcrWueksO3vNI0ffp01bhxY+Xk5KRKliypunbtqv5J3iNNKRUfH6+mTJmiPDw8VKFChZSXl5c6ceKE1ceQPjNC5D937ij12mtKzZql+1skGjw4a/0HtmyxnD5jRlLfggEDsq+/wqef6o6ylraNGqXUsWNKFS5suRNyRh4rVyb1CypSJO28zzyjzzNlupeXft8t7fP88w+nf0e/fpnbr149y+lLlujvUHS07puTcnvPnkpdu6Y7DX/5pf5+pLgEWfTuu3r/P/7Qn1/KclP2U4mM1J2E169P6gQ9eLDeNypKpyXvqJ5ZFy7oc922TffxSt6RPT/KkQ7AOaFdu3ZqwYIF6sSJE+rIkSOqU6dOqnz58iosLMyY5+OPP1bOzs7q559/VsePH1e9evVSHh4eKiQkxKpjSDAjxKMjLk7/wf77b33xTe3i9t57+uLl4qJfu7snlREcrP/Qnzxp/UilgwfTv6AmXqQCA5WysdEdXxO5u5vmffddfRGz5LnnMnYhj4szL+PqVaWWLlXqySeVWrVKqc8+S8p/5ozOM316Utro0Un77t1rWv6BA0nn9eOPesTPxo1JHXd9fZX6/nudt1cvPXIqZR2HD9fBW1rnkdytW0r98EP655585FVy//yjA8WU/vpLKXt7ve/WrZb3zaibN5V6+22lLl7MnvJEknwTzKQUFBSkALVjxw6llG6VcXd3Vx9//LExT2RkpHJxcVHffvutVWVKMCPEoyk+Xo/oiYjQF6/Ei3ryi/utW3rIs7VBS1rOnk39olq5smne4GDz/84nT1aqZk0djKUlNFSp2bP1iJ1jx5T66SfdahAWpgOgxGOGh2dtpEpsrB4NNXq0eUAUEKDfu4xIHlgkH3Z87VpSeuKIppSP1q0tl2cpb9Om+ufq1Rmrn8h/8u1opnPnzlGtWjWOHz9OnTp1uHDhAlWqVOHw4cM0bNjQmK9r164ULVqURYsWmZURFRVFVFSU8XVISAjlypWTDsBCiCx79lndGTUlX18YOvTh1yevUkpPUOfhofsWJXfihO77AeDmBv/9ZzpiKbmwMD2iq2NH/frFF3Vfm/j4h7c+mcg9+bIDsFKK1157jaeeeoo6deoAEBgYCICbm5tJXjc3N+O2lGbMmIGLi4vxUa5cuZytuBDisbFhQ1IbQdOmSenPPpt7dcqLDAa97palSeLr1NGzLSull6rYvNnyMhkATk7QoYOe7fbnn/Vwb5BARpjLM1+JMWPGcOzYMZYvX262zZBiIgKllFlaokmTJhEcHGx8XL16NUfqK4R4vO3bB5GREBKih9AK6zk46J+urtC+fdKioqkpUgR69EjaT4iUbNLPkvNeeeUVNmzYwM6dOymbbPydu7s7oFtoPDw8jOlBQUFmrTWJ7O3tsbe3z9kKCyEEYG+vH0KI3JWrLTNKKcaMGcPatWvZvn07lSpVMtleqVIl3N3d+eOPP4xp0dHR7Nixg+aP1QB6IYQQQqQmV1tmXn75ZZYtW8b69etxdnY29oNxcXHBwcEBg8HAuHHjmD59OtWqVaNatWpMnz4dR0dH+vbtm5tVF0IIIUQekavBzDfffAOAt7e3SfqCBQsYnNAjbMKECURERDB69Gju3btHkyZN+P3333F2dn7ItRVCCCFEXpSnhmbnBFmbSQghhMh/8uXQbCGEEEKIzJBgRgghhBD5mgQzQgghhMjXJJgRQgghRL4mwYwQQggh8jUJZoQQQgiRr0kwI4QQQoh8TYIZIYQQQuRrEswIIYQQIl+TYEYIIYQQ+ZoEM0IIIYTI1ySYEUIIIUS+JsGMEEIIIfI1CWaEEEIIka/Z5HYF8q2I/yD8CtgVA+equV0bIYQQ4rElLTOZde572PoknJqZ2zURQgghHmvSMpNZRa5DI8BwMrdrIoQQQjzWpGUmswr/BzUAu4O5XRMhhBDisSbBTGZF3tI/VXTu1kMIIYR4zEkwk1kx4fqnIXerIYQQQjzuJJjJrAIO+qcEM0IIIUSukmAmsxzK6Z8GID42V6sihBBCPM4kmMks1yb6pwGIi8jVqgghhBCPMwlmMqtAIf1TghkhhBAiV0kwk1kG24SfSDAjhBBC5CIJZjKtoP5hAGIlmBFCCCFyiwQzWVUKaZkRQgghcpEEM5l2VP+wRYIZIYQQIhdJMJNpPZKeSjAjhBBC5BoJZjKtWtLTXc8mLW8ghBBCiIdKgplMc0566hQOa0vlXlWEEEKIx5gEM5nmlPQ0YWATx6bkSk2EEEKIx5kEM1lxN+FnwpQznPjAPM+19XDvyEOqkBBCCPH4scntCuRrtmWBa0nBTEp3D8PObvp5X/WQKiWEEEI8XqRlJiviC+ufyYOZ4FMQdkk/Pzn9YddICCGEeOxIy0xWGIrqn8mDmY219c+6U+Hqzw+5QkIIIcTjR1pmssKpof5ZycK241NNX0cGwb2jsvSBEEIIkc2kZSYrClzVP4sBhYDINPKuddM/CxaCXhLQCCHyOKUg/Ao4lgeDIbdrI0SapGUmS44lPa1v5S5xkXD8/RypjVXiY3Lv2EKI/OPCQlhfEU5+lNs1yT0qHoL/0YGdyNMkmMmSWklPqwB9rdzt+NTM326Ki4Y7ARAdnLH97v6tOySvcoaAMRATkrnjCyEebUpBXBQcGKpfH3s39bzxsRB+/eHUK7NUPET8p/92JoqPgaBdsMwAG+voPJYcGg8ba8JxmUMM0N0l9g+D2wdyuyZmJJjJkjbmSdYGNOHXLKdb+g/gwRXd32aZAVbaw9YnYUtjiI+D6xsh6o7OFxcJZ7+GkzNMy/m9OWxpBEcnQ3wU/Ps1rHaBAyPyzn8cKj7pD8rdvzM3N0/waTg4Fu6fgNDz2Vq9PC/8BkTdTT9fRkQGwW819fduc0M4/Eb2BMEXl5h/Psk///Tc/RsCXk5aQiRxv4hACD1nWmbwKQg5q78T2cXaeuamtH6vg0/B6dn6PELOwJ6+cH6+3hYXDQdf1n8fkkutRXdPb/ilLNzen5R293DGv4v3j8PFn0zrndG/TTEh+ru6zAAnpsGa4rDlSVheENa567+dyww6fYUdbGup9ws+CVdWWz7Hs1/qnyc+tHzMyFtwbYP+W5ycitd/d5cZ9HcyLhL2DdbdDSL+y9h5ZVby4C27BIyGC/Ph96b6uhT4Z/YfI5MMSuWVq1nOCAkJwcXFheDgYIoUKZLNpUehO8tYcBHYBzy1BnY/bzlPn3h4cFH/EhZroH/Jou+B12/g0U7/kjmWg59ds7neKfSOhgIpJssJu6DvlRdIp1vV/eNgVwwcy8Kdg+BYBhw8Us8fFw2GgqBi9ISCD65AtVE62Ar9F0o+Dbd26by9InQfI2stS3Ffv2g98N6k6/SoeXBFfz9KttDv6dqSOr18L2i+RH+eKh4MCf+vxEVDQbuk/eOioKC9fv7nM/CfH/SOhTsHwMEdtreDsHNY1P4gFP+f/o7YuYKdi/7s/9sONV6DwD8g+j5U7GO+78Y6ut4Az/wB7q11PTfV02kdjyXVOaXQczoI8m+vX5dsAS614dz3pvl6/KcXf11f0byM5++BXVHL5VsjMiip/1vRurq+1ri8CmKCodxzYOsCGyqCfQloswdsHK0/flwkxEeDbRp/y/5spT+Lp1ZB+ReS0uPjIDYM1hS1/niJOp+BItWTXt8/ATue1X+/ErXyg9t79T9NkDS3VlyUHtnp1gocEt67B1fg1CfgOVbXaUtjne71K5TpDH9PgNOf6u9To1nW1THl739GubeB6mP09+nJ74F4+KVc0naPDuDRBmqM169XFNL/HAL8by54jtHPLy2D/UOTtllS43X9t7VCHyiWTh+F+DgIPQNFagJKf7dtCidti7mvf6e2eUEB+4TjGnRegKdWQ/mEa9DNPyBopx5te8FXt6rVnWpdn6joe/oalVLjr/T1q0Sz1H93Mykj128JZrLMAwi0vOlwsl9EpWB5ig/arRX8lxDZttwAO5/NgfplQIcj+o+IczXdegM64ALLX/YHl5MuGB1PwKY6SdsqDoDmi/XzU5/CpSX6l2bXcxmrU+IfxAdX4OJiHfjYWwjujrwNp2ZYLsO1KfhsNr2I3TsKBhsoWjv1Y0cGQUEHsHVOPU9azn4NR96Cdn9B4DYIuwj1P9T/zUTcgCrDzIPI1EQHw6Gx+j0o0Qxu70s9b+XBUO552NFZv3ZtCvePQrsD+gJ8aRns7Qduz+gWsOhMtOg8ewE2VE4/j1OyoX47u8O1X0zzPDFP/7eXqFAp/b438YWy3fRnFhMM536EIxMyXs+USj4Nrf7UQcHqIlD1JXjyW/N8ewfq7+xTq6CQh37fjk+BM1+Y5y1UCrpdNw38w69DATv9/flndtq3KdzbQNAOHaSA+fuW3EoHXfdnz4NTZd0y8Gs1/R5Zkvj7Y+nvT0YUsNeBUYU+Onj946n09+l+Q/9jc2Ja0q2qZovh7zchMo3WifK94MrKpNd94tO/2J6aCUcmpl8nazmWg/CrGd+v0kD9O5oRJZrB02v1PxGWJH4XU2r3F/w1Eu4dTv8YVUfqz297K/NtVYZBkx/1Pyf2JeDw61Ciuf47EviHbnWz5jZbw0+h5hvp58sACWaSyflg5jQmfWdMdAPWoqNkdPPiulS+sNZqnfBzW9aKyZCCjvBCcNIf6/gY3bQcGZTzxy5cUf/3uzrhsyvTBbw26OcqHs79oFt0/rHiv7fE/8pvbE36775XlGmLRaJzP8BfL+rn1UbpC01MGLRYbt1/MSdnwNG3089X/gWoPEQHOlVf1P9RB4zWQc4zf+gWr7ALuok6scUqP3khRAeDD67C+vK5XZskrk/Cnb/0816RSa1UcdH6dkRmFHKDpov0hXr/oKzVr+1+HQzf2qkvMBX76Qvs7mQtLZ1OwsExulUtNe5twWdL1gKZrOgZDqsy0PJkidsz+vPyHKdbdpTSrdl2LhAbDje3ZPyfpLwo8e+TUvDXCHCqAqU7wWZrR5dkQRFPfcsxq7J5pnsJZpLJ+WAGdHNeLLACGJhi22KgPxAHXIfQj2D3D+ACXAMaJewekJA98Tqp0JPxOQCJ3RTsgcTf2XUJPxuh46nk/1wna2HEGagAuAJngZvoqPv23syebIoDZAOHhOLSGtqeXPeb+r+Yw29YF8QkV/VF09sSbj5Q5139M7n0mqwr9Ib//CEyoVUuMShS8foe/aOkzrup9xlIT7PFcGMTXF6RvXXKTg0+gcIVdP8Pkb1KPgW3dmdfeZWH6AEQwSf0LbtHbWLSKsPh/I+5XYvMsS8Bz93K1iIlmEkmp4KZ7w5+x6x9s3ih1gt81Cr50MUHmKyoba3/gN0kBSs/J3t+EkjjbggAl4HrQPOE15uBYCDl3+f7R6GoHTywhV+rQjy6tacUuhEpEqiOngjwIFAZHSyFA47omM0dqIkOjhL7cRZHdx+6keJ4BdDHsMQO6E7SquMrEvI2ByompB0G/knn3LNLh7+hSA19z/+f2ebbKwB3gDAL+5ZopptrDwzP4Uo+ZJUHQ9MfAJus90nIbrbAC+jvnH+y9JLAfUBmIUhdQQfd9yItRetC2e6WF9DNLxp+pvvBHH1b36p2fQIw6N9XFaNbeMIuweFxOVeHJr5wYJh+7t4WAn/PuWPlJrnNlLNyKpj5ePfHTPpzEkMaDGF+1/kptuaxP/omegKrsq+4/9DBhlfC62NA4sCRMgnpd9C3xdoBRdFdjI4BbVOUdRko5QwOoabpiUGONQoCvfxhubduyXIAygMXgNA09ktPBaBFwvNl6LLdgaup1M0GHfilxpaki60dkHzggSM6eMxt9iWgR1UwBAJnIN4AR9+B0zOT8ti6QLGGYOOkO4JburefUq9IPaJmS6PM1cu2CMSGQMr+xXueB9bozykSHZxXHgylvHU/qx1dkvK6ot/nTHSLoCDQ+TKsr2B5mxNQNqEOqQ2qK1RK99+xpmUhrX8IrGULlEC3zDb5ESoP1bdLYx/ApeX69m3cA30rK3k/LqX0vFgn0pkb639z9XttUxhWO+tyc0PRurov4pkvdJ8S1/+hI9tiKTLGot/YhNtvkbdgbSnz8voq81uPyft5GdB/BzyAf9G/t4l//mOB7oH6s94/BAqXh3ofwLEpORMgttkNfh30AIuY+9B0Adg4mw9A+d+Xuk9kvQ9hd8+MH6d0R33rGwOEnNZpztWhSzbcpkpBgplkciqY+XTPp0zYNoGB9QeyqNuiFFtfBuZl27FECuvQFyOAIug/0PeAHiQNLlOlwZCymShh3wj0H3c39B+f++jgpLuFY/kllN8dHRgBHAEaWFHP28A5oCm6daumhTzX0UHfZWAPSa1Scehbj5fRt+CeRJ/zpXFw+6i+zVW1C6h1sHMNXPeDpgv1aIJ9Cbc6+yo9LHn/ENPbik+thhub9RDLqt5QqTdcGQmewJ9Ax2DdybRQCZKazaaiI9HicLcSbHkanv4ZyvUwPRm1C4JrwKaG+j0ulHAuicGZDTqeTvQnoFrqES9u3rpjs3tr4D39uZRPeMQXhQL3033LzaX483Z6Flx4AzqlyPZ7QtY49HtdCNiIvk1bEB2QN5sJTtOh5H2gJbAawm+D/Uoo+AEElYRSKZrZH/wF/zwNOEK59UnDgfvEg+E6hL8LD6Kh5DId8LsBdZPtfzzZ653ooKZlwvPkX2/HsvDsRd1Zs1h9PQpwtZ0+J7O7Z32B8QkFlACGJaS9C4wBtqL/Q/kE3ST8AP7rp4PvE3XgbsJ/Ky036OChkBvYOKCbkEtBrJPlfjJPr4NdyX7Jnj0PG6ro509+p/u/HB6ftL1C7/RvT9qg4xTjLBlvgvoIYsLBrggwGkjs4H0L/UvWLZXClgF9dAukAwl/D/oD6yFkJhxcC41nQ5HCEP8qGP4FQxrNxvFzoEABYGyyxNYQtRL82uqOzrEP4N+EQDEOHQCVRf+NuoP+W9AciG0E8b/ChZUQ9hqURn+2hwCPl+GJsejovAA6sgpAR9W1dCf/yyuh+ivgWDpZXW7Bz6X0oFzQf0sLo//pexa4BKTsjdBmtx5FmOjUTB3QNPo8a6MEU5Gh67d6xAUHBytABQcHZ2u5n+35TDEV1e/nfha2RimlFiilkEdOPO5ZSg+1fv9DeeAcsvx4M8XreGUUf1cpVT8hzy2l4kcqFVhaqVjbhLzvKKXClYofmkrZ8Uqpfekc3zXh50ql1B6l1O9ZOJdYpdRfyV53yKH3zD/hDeqUBz6/bHhsQKmfUeonlFKnlVIBSqlrCZ9d60yU2cy6fDcXK3XPRym1XyU5kyxPhFIxyfLvRqlDXZSKv6rUiWm6viGlErY3V0p9p5SapJSqotTJrnr7g9lKqbZK/YJSx1HqT5RahlIrEs73RE69r+XS2BavlHLP5uM9n8H8RczT4j1SyWtQSsUoU8FKqVbmeY+ncry495U6PEipf+aq3JCR67e0zGTSnP1zGL91PM52zoRMSm0isTigGnrSGYBR6P9eqgDPAAMyceQP0f9BJbqN/u9KiIxwQP/7J0R2awLkvRliRVbEktRK+/Bk5PotMwBn0uGbemx/aHRaHTEKojtrxKHbBOcBO4D56OZLpacDv/R5sn3WAC8mex2b8NoNWAq8k1DWcXSzqWvC66nAJHSbYcoOF/HASynShqDvrViSyZErZGaeh6fQvXyTm4c+p46ZrIdI36MSyEwm9dsGIndIIPPo+S63K5AuCWYyqWCBpCg1Ji69YRNpvM0FCkLFceiLt0IPYfoOfbFR6IDoO3Sv2X7JdqyDaYvMFGA6ujepA7o16DOSeqR9m+wYCh1QhaE7bXQE1ic834q+QJxBDyuPT7FfZLLniUFIYoeDj9GBW/L73H8Ag5O9Vgllvg/8CuwCGqKDsMRyRyXk3UDmemgmn4juREI9MzqLck3gJwvpFmbAFA9JYj+0Kejv2M/owHsdur9DJWAhOtB/08oyrZy00MST6M4F/7OwrSDZ2sGeruiepVn1NPAB8Ho2lJXfNLSQdhtIZZLNbFcW/c9mfpaH5ohKTY7f9MplOdVn5mrwVcVUFFNRd8LvZGvZj4auSqkGSqnohNf3slBWvNJ9Au6p9O8pT0yjHIdk+T5Xun/Bs8nSKiilflNK/at0Pw6llNqolHpCKTVFKRWplApUSq1RSsUlPNYqpW4kO8Y1pdSOZNuVUuqkUup8wvNaCcfapZLemwsJaa2UUkFKqZEJdfkyRf3/Vbrfx1PJ6lzDiveEFPtY+9it9D33S0qp4wl1SL69i4V97iak91ZKzUjYJzTh3N5Plu81pdTMdI5/LSGft1Jqscq46HTKH630dyvx9UmlP/eohP0jlVJXlFJtlVJfp3Osn5VSS5O9/k8p9VFCuU+ncvx4pb9LJ5X+3BPdU0odSlG+r1LKSSk1LZ1zsvQ4kaKsB8r0szuklBqV7PWvSqlPlFLhSn+em5T+HtzIxLFz+vGVUmqc0t+VeKWUX7Jt0xPORSn9mf6hlApRSZ9vcjFK/24l7vtswnsQlrB9QLJt7yj9u7EyYdtVZdJnTSmlv3v/WTjOfaXUS8r897Gn0n8zX1S6X0ulhHRXpdSWhH0PKKWqKaWmJhwvXCnVKIvv32sW0n5QSl1O9nqNhfN4OKTPTDI5OWleoWmFiIqL4vK4y5R3yQeR60OnyP5h6uHAp+hbZIm3tR6gx8DeBrzJ+L3dePSkOnXQIwJyUhwQhB5xkF3C0LcvK6JHn3yNvr2ZOFfOaaAG+vP4DZiLHv4xBj1s5zugKuCD7u9wKCHPGAvHuoFuietD0m3KeKxv5L2bsH9XkoaHJReL/jxdLGzLql/RwzQShaFbWB6G39Dn1RPdyupO5n83NqJbXodh/h7+A3yOHsVzA/05p7O+WoaEo4cOOqJboHxJmvGzCjAIeC/h9RV062Y08Bb6dzQG/d16DkiYhZv7CT93JeQZj26Nqor+zv6DnmX9OeAU+vsMeviXhen5c0w0uuX7YbH272cseh6ClujvVWJaH3S3hUQz0AsGLkMPXXwF/Tc0HD10Ktk6VHmEDM1OJieDmeKfFOde5D1OjDpB7VLpzWonhBCPqsRx7Tbo237xJM36md0i0XMWeOZQ+Y+aEHRwk/9ukUsH4IfkXuQ9AOp8U4e4lEvACyHEY8NAUgtQd3IukAHdmiiBjPWKkB8DmYySYCab2HxoQ7yKJzgyldVrhRBCCJEjsvNm6mOv4Ae6r8Zfw/+iiH0RPEvk//8eYuNjsSkgXxMhhBB5l1ylsuD1Zq8za5/5qs1P/vik8fnN12/iVtiNiNgIHG1zunNp5imluHDvAufvned6yHV8//Yl6EEQ/979l0H1B7Gg6wJO3TpFwQIFKe9Sntj4WEKiQvBw8sDmQ/01ink3RgIfIYQQD510AM6CyNhIZu2dxTt+72Rov7BJetnlwnbmIylCo/QkfHYF7Vh1chXBUcGMedJ8VElwZDBOdk6cvn0aR1tHKherDEBUbBSnbp2iVsla2Ba05VrINSJiIrgbcZcSjiWoUrwKETERFLYrzD+3/+FuxF3uRdyj8/LOGT19i26+fhN3J3ciYyNZd3od3Wp0Y/2Z9aw9vZaZbWYyZtMYNv670Zh/ms80Xm36Kg42DhQsUJCB6way5NgSfCr68E2nb/j+0Pf8r/T/uBZyjTWn1vBqk1epUaIGDrYO1J6nO12/3ux16rnVw8Xeha41uuJ30Y94FU8R+yLcibiDh5MHPVb1IDwmnMCwQDycPHj76bf57exvbD2/lf3D9hMbH0t5l/IsObaEjtU6UrV4VQAmbZvEVwFfAdDVsyuDGwymbZW2GDAQHRfNa1tfI07FMfqJ0Xx78FvuRNzhesh1KherzHM1n6OuW136/tyXS/cvcW7sOQ5cO8CTZZ6kZOGSgA4io+OiORF0gjJFyvDH+T/wruiNm5MbtgVsiY6L5r8H/xESFcKy48toV6UdXhW9UEoRGRvJv3f/pZ5bPa4GX2XM5jH0qt2L7jW642DrYCwfIDouGnsbe2LiYlh8dDHDfx1O49KN+bXPr8TExXA/8j41StTAtqAtz696np9P6wUQP/D+AIPBQMsKLXm6/NMYDHl5EVUhxKNERjMlk5PBTKIuy7vw29nfMr3/B94fMPqJ0ZT4NO1lCX7s8iMHrh+ggksFiwHUx60+5q0/38p0PYRIz75h+2hatmluV0MI8RiQYCaZhxHMBIYF4jErO+cNESJvalKmCfuH78/tagghHgMyNPshc3dyR01RRL0TxVst3mJg/YHEvxdP9xrd0985j6lVshYAg+oP4ujIo1wbf40v23+Zy7USecW7Ld9NP5MQQjxkuRrM7Ny5ky5dulC6dGkMBgO//PKLyXalFFOnTqV06dI4ODjg7e3NyZMnc6eyVrAraMeM1jNY1G0RBoOBtb3WGrdVKVYlF2uWPp+KPpwfe56To0+ipigWdltIPbd6lClShleavELMuzHEvxePmqJQUxTx78UT/U40n7T+hM39NnN3wl1qlKhh1bFKO5fm4IiD+A3yA+Dp8k+bbD875qzxeevKrdncbzNhk8K4Mu4KM1vPJGBEAHVL1U21/Lql6vJcTdN5LtwKu5k8967ozYxWMxjecLgxfWHXhYx9cqzxdZViVehbty8A63qtY9uAbRS2Ne/nlJhWtFBRlnZfSv96/WlSpolxu22BzKz/k3MmPz2ZztU7s/y55anmsSuoZzpd2n0pn7fTC6GOaDSCTtU7PZQ6CiFERuTqbabNmzezZ88eGjVqxHPPPce6devo1q2bcfsnn3zCRx99xMKFC6levTrTpk1j586dnDlzBmdnZ6uO8TBuM6VFKUW8ijcuTBkcGUzAjQAO3ThEcFQwHk4ejN2iL6A/dvmRYY2GAbojsJOdEzsv72TH5R00dG/Isyv0VOxtKrfB91lfCtsVxtnOmcvBl6lcrDIV5lTgWsg1CtkUIjI2kvpu9dk9dDeFbQs/tI6b5+6eI+B6AJ/u/RTfZ31xd3LHw9mDQzcO0W5pO3rX6c2XHb6kgME8jt5wZgNVi1elVslaKKW4dP8SFYtWTLfuSikMBgMX7l2gYtGKJmUnfr1TKyMqNor1Z9bTqVonY4fsU7dO4eHkQTGHYpl9G9JkeF/X5cVGLzKzzUx8//alT50+lHAsgW3BpMAn8btz+OZhqrtWJzY+ltO3T/NE6SewK2hnck7BkcE42zsTr+KJiYuhgKEA9jb2JmWl9h7ci7jHpfuXCIsOw2eRDyueX8HztZ7PkXMXQghr5cs+MwaDwSSYUUpRunRpxo0bx8SJeg2eqKgo3Nzc+OSTT3jppZesKje3gxlrHPvvGC72LlQoWiG3qyIegqvBV9lxeQe96/SWoexCCJGKR6LPzMWLFwkMDKRt27bGNHt7e7y8vNi7d2+q+0VFRRESEmLyyOvqudWTQOYxUs6lHP3/3969BkdV3nEc/y0kWcwal5tJWA0kYsRLADGpMYiliFIo1Autg4pctH0RIhQmzmDRF1idJvhCZkqnhBGdiOJM2g7g0JYKYYR4AUFDMgZQBBMBHeIKQgioiST/vnByypIYRZPsnsP3M7Mz7vM8e3x+Gy6/Ocs5O+IBigwAdJGYLTP19fWSpJSUlIjxlJQUZ64jxcXFCgaDziMtLfa+CRQAAHSdmC0zbc79nL+zz/4ladGiRWpoaHAehw8f7u4tAgCAKIrZ89ypqamSvj1DM2jQ/+/hEg6H252tOZvf75ff7//OeQAA4C0xe2YmIyNDqampKi8vd8aam5tVUVGh0aNHR3FnAAAglkT1zMypU6d04MAB53ldXZ2qq6vVv39/DR48WAsWLFBRUZEyMzOVmZmpoqIiJSYm6v7774/irgEAQCyJapl59913NW7cOOd5YWGhJGnWrFl64YUXtHDhQn311VcqKCjQ8ePHlZubq02bNv3ge8wAAADvi5n7zHQXN9xnBgAARPLEfWYAAAB+CMoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNcoMAABwNVeUmeXLlysjI0N9+vRRdna23njjjWhvCQAAxIiYLzN///vftWDBAj3++OOqqqrSLbfcokmTJunQoUPR3hoAAIgBPjOzaG+iM7m5ubrhhhtUUlLijF1zzTW66667VFxc/L2vP3nypILBoBoaGnTJJZd051YBAEAXOZ+/v2P6zExzc7MqKys1YcKEiPEJEyZo27ZtUdoVAACIJXHR3kBnjh49qpaWFqWkpESMp6SkqL6+vsPXNDU1qampyXne0NAg6duGBwAA3KHt7+0f8gFSTJeZNj6fL+K5mbUba1NcXKw//elP7cbT0tK6ZW8AAKD7NDY2KhgMdrompsvMwIED1bt373ZnYcLhcLuzNW0WLVqkwsJC53lra6u++OILDRgw4DsL0I918uRJpaWl6fDhwxfEv8e5kPJeSFkl8nodeb3Nq3nNTI2NjQqFQt+7NqbLTEJCgrKzs1VeXq67777bGS8vL9edd97Z4Wv8fr/8fn/EWN++fbtzm7rkkks89Qvo+1xIeS+krBJ5vY683ubFvN93RqZNTJcZSSosLNSMGTOUk5OjvLw8Pfvsszp06JDy8/OjvTUAABADYr7MTJs2TceOHdOTTz6pI0eOKCsrSxs2bNCQIUOivTUAABADYr7MSFJBQYEKCgqivY12/H6/Fi9e3O5jLa+6kPJeSFkl8nodeb3tQsvbkZi/aR4AAEBnYvqmeQAAAN+HMgMAAFyNMgMAAFyNMgMAAFyNMvMjLV++XBkZGerTp4+ys7P1xhtvRHtL3+v111/Xr3/9a4VCIfl8Pr3yyisR82amJ554QqFQSBdddJF+8YtfaM+ePRFrmpqaNG/ePA0cOFCBQEB33HGHPvnkk4g1x48f14wZMxQMBhUMBjVjxgydOHGim9O1V1xcrJ/97GdKSkpScnKy7rrrLu3bty9ijZcyl5SUaMSIEc6Ns/Ly8vTf//7XmfdS1nMVFxfL5/NpwYIFzpjX8j7xxBPy+XwRj9TUVGfea3k//fRTPfDAAxowYIASExN1/fXXq7Ky0pn3Ut709PR2P1ufz6eHH35YkreydhvDeSsrK7P4+HhbuXKl7d271+bPn2+BQMAOHjwY7a11asOGDfb444/bmjVrTJKtW7cuYn7JkiWWlJRka9assZqaGps2bZoNGjTITp486azJz8+3yy67zMrLy23Xrl02btw4GzlypJ05c8ZZM3HiRMvKyrJt27bZtm3bLCsry6ZMmdJTMR2//OUvrbS01Hbv3m3V1dU2efJkGzx4sJ06dcpZ46XM69evt//85z+2b98+27dvnz322GMWHx9vu3fv9lzWs+3cudPS09NtxIgRNn/+fGfca3kXL15s1113nR05csR5hMNhZ95Leb/44gsbMmSIzZ4923bs2GF1dXW2efNmO3DggCfzhsPhiJ9reXm5SbItW7Z4Lmt3ocz8CDfeeKPl5+dHjF199dX2xz/+MUo7On/nlpnW1lZLTU21JUuWOGNff/21BYNBW7FihZmZnThxwuLj462srMxZ8+mnn1qvXr3s1VdfNTOzvXv3miR7++23nTXbt283SfbBBx90c6rOhcNhk2QVFRVmdmFk7tevnz333HOezdrY2GiZmZlWXl5uY8eOdcqMF/MuXrzYRo4c2eGc1/I++uijNmbMmO+c91rec82fP9+GDh1qra2tns/aVfiY6Tw1NzersrJSEyZMiBifMGGCtm3bFqVd/XR1dXWqr6+PyOX3+zV27FgnV2Vlpb755puINaFQSFlZWc6a7du3KxgMKjc311lz0003KRgMRv39aWhokCT1799fkrczt7S0qKysTKdPn1ZeXp5nsz788MOaPHmybrvttohxr+bdv3+/QqGQMjIydO+996q2tlaS9/KuX79eOTk5uueee5ScnKxRo0Zp5cqVzrzX8p6tublZq1ev1kMPPSSfz+fprF2JMnOejh49qpaWlnbf2p2SktLu273dpG3vneWqr69XQkKC+vXr1+ma5OTkdsdPTk6O6vtjZiosLNSYMWOUlZUlyZuZa2pqdPHFF8vv9ys/P1/r1q3Ttdde68msZWVl2rVrl4qLi9vNeTFvbm6uXnzxRW3cuFErV65UfX29Ro8erWPHjnkub21trUpKSpSZmamNGzcqPz9ff/jDH/Tiiy86+2zb+9ncmvdsr7zyik6cOKHZs2dL8nbWruSKrzOIRT6fL+K5mbUbc6Mfk+vcNR2tj/b7M3fuXL333nt688032815KfOwYcNUXV2tEydOaM2aNZo1a5YqKiqcea9kPXz4sObPn69NmzapT58+37nOK3kladKkSc5/Dx8+XHl5eRo6dKhWrVqlm266SZJ38ra2tionJ0dFRUWSpFGjRmnPnj0qKSnRzJkzv3Ovbs17tueff16TJk1SKBSKGPdi1q7EmZnzNHDgQPXu3btdkw2Hw+2as5u0XRXRWa7U1FQ1Nzfr+PHjna757LPP2h3/888/j9r7M2/ePK1fv15btmzR5Zdf7ox7MXNCQoKuvPJK5eTkqLi4WCNHjtRf/vIXz2WtrKxUOBxWdna24uLiFBcXp4qKCi1btkxxcXHOXryStyOBQEDDhw/X/v37PffzHTRokK699tqIsWuuuUaHDh2S5M3fu5J08OBBbd68Wb///e+dMa9m7WqUmfOUkJCg7OxslZeXR4yXl5dr9OjRUdrVT5eRkaHU1NSIXM3NzaqoqHByZWdnKz4+PmLNkSNHtHv3bmdNXl6eGhoatHPnTmfNjh071NDQ0OPvj5lp7ty5Wrt2rV577TVlZGREzHsx87nMTE1NTZ7LOn78eNXU1Ki6utp55OTkaPr06aqurtYVV1zhqbwdaWpq0vvvv69BgwZ57ud78803t7uNwocffqghQ4ZI8u7v3dLSUiUnJ2vy5MnOmFezdrke+6fGHtJ2afbzzz9ve/futQULFlggELCPP/442lvrVGNjo1VVVVlVVZVJsqVLl1pVVZVzSfmSJUssGAza2rVrraamxu67774OL/+7/PLLbfPmzbZr1y679dZbO7z8b8SIEbZ9+3bbvn27DR8+PCqX/82ZM8eCwaBt3bo14rLHL7/80lnjpcyLFi2y119/3erq6uy9996zxx57zHr16mWbNm3yXNaOnH01k5n38j7yyCO2detWq62ttbffftumTJliSUlJzp87Xsq7c+dOi4uLsz//+c+2f/9+e/nlly0xMdFWr17trPFSXjOzlpYWGzx4sD366KPt5ryWtTtQZn6kv/3tbzZkyBBLSEiwG264wbncN5Zt2bLFJLV7zJo1y8y+vdxx8eLFlpqaan6/337+859bTU1NxDG++uormzt3rvXv398uuugimzJlih06dChizbFjx2z69OmWlJRkSUlJNn36dDt+/HgPpfy/jrJKstLSUmeNlzI/9NBDzq/JSy+91MaPH+8UGTNvZe3IuWXGa3nb7i0SHx9voVDIpk6danv27HHmvZb3X//6l2VlZZnf77err77ann322Yh5r+XduHGjSbJ9+/a1m/Na1u7gMzOLyikhAACALsC/mQEAAK5GmQEAAK5GmQEAAK5GmQEAAK5GmQEAAK5GmQEAAK5GmQEAAK5GmQEAAK5GmQHQo2bPni2fz9fuceDAgWhvDYBLxUV7AwAuPBMnTlRpaWnE2KWXXhrxvLm5WQkJCT25LQAuxZkZAD3O7/crNTU14jF+/HjNnTtXhYWFGjhwoG6//XZJ0tKlSzV8+HAFAgGlpaWpoKBAp06dco71wgsvqG/fvvr3v/+tYcOGKTExUb/97W91+vRprVq1Sunp6erXr5/mzZunlpYW53XNzc1auHChLrvsMgUCAeXm5mrr1q09/VYA6AKcmQEQM1atWqU5c+borbfeUtvXxvXq1UvLli1Tenq66urqVFBQoIULF2r58uXO67788kstW7ZMZWVlamxs1NSpUzV16lT17dtXGzZsUG1trX7zm99ozJgxmjZtmiTpwQcf1Mcff6yysjKFQiGtW7dOEydOVE1NjTIzM6OSH8CPwxdNAuhRs2fP1urVq9WnTx9nbNKkSfr888/V0NCgqqqqTl//z3/+U3PmzNHRo0clfXtm5sEHH9SBAwc0dOhQSVJ+fr5eeuklffbZZ7r44oslffvRVnp6ulasWKGPPvpImZmZ+uSTTxQKhZxj33bbbbrxxhtVVFTU1bEBdCPOzADocePGjVNJSYnzPBAI6L777lNOTk67tVu2bFFRUZH27t2rkydP6syZM/r66691+vRpBQIBSVJiYqJTZCQpJSVF6enpTpFpGwuHw5KkXbt2ycx01VVXRfy/mpqaNGDAgC7NCqD7UWYA9LhAIKArr7yyw/GzHTx4UL/61a+Un5+vp556Sv3799ebb76p3/3ud/rmm2+cdfHx8RGv8/l8HY61trZKklpbW9W7d29VVlaqd+/eEevOLkAA3IEyAyBmvfvuuzpz5oyeeeYZ9er17fUK//jHP37ycUeNGqWWlhaFw2HdcsstP/l4AKKLq5kAxKyhQ4fqzJkz+utf/6ra2lq99NJLWrFixU8+7lVXXaXp06dr5syZWrt2rerq6vTOO+/o6aef1oYNG7pg5wB6EmUGQMy6/vrrtXTpUj399NPKysrSyy+/rOLi4i45dmlpqWbOnKlHHnlEw4YN0x133KEdO3YoLS2tS44PoOdwNRMAAHA1zswAAABXo8wAAABXo8wAAABXo8wAAABXo8wAAABXo8wAAABXo8wAAABXo8wAAABXo8wAAABXo8wAAABXo8wAAABXo8wAAABX+x/aP40zCmjp6QAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#MEAN ROG\n", + "\n", + "systems=['WT_ABLIM1','S216D_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "color_num=0\n", + "colors=['red','blue','green','orange','yellow']\n", + "fig,ax = plt.subplots()\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " sys_mean=system + ' mean'\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + "\n", + "\n", + " data1=pt.radgyr(traj1, mask='@BB')\n", + " data2=pt.radgyr(traj2, mask='@BB')\n", + " data3=pt.radgyr(traj3, mask='@BB')\n", + "\n", + " multiple_lists = [data1,data2,data3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + "\n", + " \n", + " #fig=plt.figure(figsize=(14,5))\n", + " x=np.arange(0,len(means))\n", + " y=np.array(means)\n", + " #ax=plt.gca()\n", + " ax.set_ylim(0.0,50.0)\n", + " ax.plot(x,y,linestyle='-',color=colors[color_num],label=sys_mean)\n", + " color_num+=1\n", + " title=\"Radius of Gyration of All Systems\"\n", + " leg=ax.legend()\n", + " plt.title(title)\n", + " plt.xlabel(\"Frame\")\n", + " plt.ylabel(\"RoG in Å\")\n", + "\n", + "os.chdir(path)\n", + "name='ROG_means.png'\n", + "#plt.savefig(name)\n", + "plt.show()\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 284, + "id": "89ad3a93-6427-4a8e-ae3c-d268bd0b4c5f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[32.34980765000554, 31.940820437764113, 31.860354115339874, 31.345840374377577, 31.607252531667417, 31.257164478763325, 31.261951145756598, 31.75651332931316, 31.70322727188351, 31.6478030630099, 31.31422476217084, 31.253225851642203, 31.371247176480594, 31.092813016936475, 31.249540195083267, 31.167286985391986, 31.256290061030644, 31.165990159669136, 31.54836738953382, 31.49950599686876, 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#HISTOGRAM OF MEAN ROG OF ALL SYSTEMS\n", + "\n", + "x_multi=[]\n", + "systems=['WT_ABLIM1','S216D_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "n_bins=100\n", + "color_num=0\n", + "colors=['black','red','gray','green','lightcoral']\n", + "fig,ax = plt.subplots()\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " sys_mean=system + ' mean'\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + "\n", + "\n", + " data1=pt.radgyr(traj1, mask='@BB')\n", + " data2=pt.radgyr(traj2, mask='@BB')\n", + " data3=pt.radgyr(traj3, mask='@BB')\n", + "\n", + " multiple_lists = [data1,data2,data3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " #print(means)\n", + " #print(len(means))\n", + " x_multi.append(means[100:3500])\n", + " \n", + " #legend=system+ ' mean'\n", + "\n", + "#calculate the bars & edges of the histogram\n", + "bin_counts,bin_edges,bars=ax.hist(x_multi, n_bins, histtype='bar',range=(10,35),color=colors,label=systems)\n", + "\n", + "\n", + "fig,ax = plt.subplots()\n", + "for i in range(len(bin_counts)):\n", + " #generate the outline/shape of the histogram for each system, NOT including the bars themselves\n", + " bin_centres = (bin_edges[:-1] + bin_edges[1:])/2.\n", + " plt.scatter(x=bin_centres,y=bin_counts[i],color=colors[i],label=systems[i])\n", + " plt.plot(bin_centres,bin_counts[i],color=colors[i])\n", + "\n", + "\n", + "'''for i in range(len(x_multi)):\n", + " histo, bin_edges = np.histogram(x_multi[i],nbins)\n", + " bin_center = 0.5*(bin_edges[1:] + bin_edges[:-1])\n", + " ax.plot(bin_center,histo,color=colors[i])\n", + " ax.scatter(x=bin_center,y=histo,color=colors[i],label=systems[i])\n", + "#plt.show()\n", + "'''\n", + "title=\"Radius of Gyration in All Systems\"\n", + "plt.title(title)\n", + "plt.ylim(10,2400)\n", + "plt.xlabel(\"Distance in Å\")\n", + "plt.ylabel(\"Number of Frames\")\n", + "ax.figure.set_size_inches(7.5,6.5)\n", + "ax.legend()\n", + "#for b in bars:\n", + "# ax.bar_label(b, labels=[v.astype(np.int64) if v > 0 else '' for v in b.datavalues])\n", + "\n", + "name='ALL_ROG_Hist.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 260, + "id": "4047f1af-be60-435a-9750-3abf7261aa3c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 260, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Figure generation (same as above but isolated from data collection and with different ylim parameters & fig size\n", + "fig,ax = plt.subplots()\n", + "for i in range(len(bin_counts)):\n", + " bin_centres = (bin_edges[:-1] + bin_edges[1:])/2.\n", + " plt.scatter(x=bin_centres,y=bin_counts[i],color=colors[i],label=systems[i])\n", + " plt.plot(bin_centres,bin_counts[i],color=colors[i])\n", + "\n", + "plt.ylim(10,3100)\n", + "title=\"Radius of Gyration in All Systems\"\n", + "plt.title(title)\n", + "plt.xlabel(\"Distance in Å\")\n", + "plt.ylabel(\"Number of Frames\")\n", + "ax.figure.set_size_inches(7,5)\n", + "ax.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 282, + "id": "775317e7-9818-4da7-8f1f-74e8f256dc10", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#ROG OF WT SYSTEMS\n", + "\n", + "x_multi=[]\n", + "#Only using WT systems, no phosphorylation yet\n", + "systems=['WT_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2']\n", + "#n_bins=30\n", + "color_num=0\n", + "colors=['black','gray','green']\n", + "fig,ax = plt.subplots()\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " sys_mean=system + ' mean'\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + "\n", + "\n", + " data1=pt.radgyr(traj1, mask='@BB')\n", + " data2=pt.radgyr(traj2, mask='@BB')\n", + " data3=pt.radgyr(traj3, mask='@BB')\n", + "\n", + " multiple_lists = [data1,data2,data3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " #print(means)\n", + " #print(len(means))\n", + " x_multi.append(means[100:3500])\n", + " \n", + " #legend=system+ ' mean'\n", + "\n", + "nbins=30\n", + "bin_counts,bin_edges,bars=ax.hist(x_multi, nbins,histtype='bar',range=(9.5,35),color=colors,label=systems)\n", + "#bin_counts,bin_edges=np.histogram(x_multi[0], nbins)\n", + "\n", + "\n", + "'''\n", + "for i in range(len(x_multi)):\n", + " histo, bin_edges = np.histogram(x_multi[i],nbins)\n", + " bin_center = 0.5*(bin_edges[1:] + bin_edges[:-1])\n", + " ax.plot(bin_center,histo,color=colors[i])\n", + " ax.scatter(x=bin_center,y=histo,color=colors[i],label=systems[i])\n", + "#plt.show()\n", + "'''\n", + "\n", + "\n", + "for i in range(len(bin_counts)):\n", + " bin_centres = (bin_edges[:-1] + bin_edges[1:])/2.\n", + " plt.scatter(x=bin_centres,y=bin_counts[i],color=colors[i])\n", + " plt.plot(bin_centres,bin_counts[i],color=colors[i])\n", + "#plt.errorbar(x=bin_centres, y=bin_counts, yerr=err, fmt='o')\n", + "\n", + "title=\"Radius of Gyration in WT Systems\"\n", + "plt.title(title)\n", + "plt.xlabel(\"Distance in Å\")\n", + "plt.ylabel(\"Number of Frames\")\n", + "ax.figure.set_size_inches(7,5)\n", + "ax.legend()\n", + "#for b in bars:\n", + "# ax.bar_label(b, labels=[v.astype(np.int64) if v > 0 else '' for v in b.datavalues])\n", + "\n", + "name='WT_ROG_Hist.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 264, + "id": "84618cc7-6008-476f-a7dd-9e25fbc72805", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#RoG for WT Systems figure generation, without bars\n", + "fig,ax = plt.subplots()\n", + "for i in range(len(bin_counts)):\n", + " bin_centres = (bin_edges[:-1] + bin_edges[1:])/2.\n", + " plt.scatter(x=bin_centres,y=bin_counts[i],color=colors[i],label=systems[i])\n", + " plt.plot(bin_centres,bin_counts[i],color=colors[i])\n", + "\n", + "title=\"Radius of Gyration in WT Systems\"\n", + "plt.title(title)\n", + "plt.xlabel(\"Distance in Å\")\n", + "plt.ylabel(\"Number of Frames\")\n", + "ax.figure.set_size_inches(7,5)\n", + "ax.legend()\n", + "#for b in bars:\n", + "# ax.bar_label(b, labels=[v.astype(np.int64) if v > 0 else '' for v in b.datavalues])\n", + "plt.ylim(10,3200)\n", + "\n", + "name='WT_ROG_Hist.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "eb43259a-c2c4-4c4b-a612-7a30753f47da", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#MEAN DISTANCES BETWEEN ZINC IONS\n", + "\n", + "systems=['WT_ABLIM1','S216D_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "color_num=0\n", + "colors=['black','red','gray','blue','lightcoral']\n", + "\n", + "fig,ax=plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " zn1=573\n", + " zn2=574\n", + " zns='@573 @574'\n", + " elif system=='S216D_ABLIM1':\n", + " zn1=578\n", + " zn2=579\n", + " zns=':252 :253'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " zn1=140\n", + " zn2=141\n", + " zns=':64 :65'\n", + " else:\n", + " zn1=179\n", + " zn2=180\n", + " zns=':82 :83'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " ZN_distances1=pt.distance(traj1, mask=zns)\n", + " ZN_distances2=pt.distance(traj2, mask=zns)\n", + " ZN_distances3=pt.distance(traj3, mask=zns)\n", + " #print(ZN_distances1)\n", + "\n", + "\n", + " multiple_lists = [ZN_distances1,ZN_distances2,ZN_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " #print(means)\n", + " \n", + " \n", + " #x1=np.arange(0,len(ZN_distances1))\n", + " #x2=np.arange(0,len(ZN_distances2))\n", + " #x3=np.arange(0,len(ZN_distances3))\n", + " x4=np.arange(0,len(means))\n", + " #y1=np.array(ZN_distances1)\n", + " #y2=np.array(ZN_distances2)\n", + " #y3=np.array(ZN_distances3)\n", + " y4=np.array(means)\n", + " #ax=plt.gca()\n", + " #ax.set_ylim(10.0,31.0)\n", + " #ax.plot(x1,y1,linestyle='-',color='red',label='triplicate 1',zorder=1)\n", + " #ax.plot(x2,y2,linestyle='-',color='blue',label='triplicate 2',zorder=2)\n", + " #ax.plot(x3,y3,linestyle='-',color='green',label='triplicate 3',zorder=3)\n", + " legend=system+ ' mean'\n", + " ax.plot(x4,y4,linestyle='-',color=colors[color_num],label=legend,zorder=4)\n", + " color_num+=1\n", + " leg = ax.legend()\n", + " title=\"Mean Distances between ZN2+ Ions in LIM2 for All Systems\"\n", + " plt.title(title)\n", + " plt.xlabel(\"Frame\")\n", + " plt.ylabel(\"Distance in Å\")\n", + " ax.figure.set_size_inches(12.0,5.0)\n", + "\n", + "name='mean_LIM2_ZN_distances.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 273, + "id": "51c7c00e-1894-4ab7-8a7e-0966ed731196", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#HISTOGRAM OF DISTANCES BETWEEN ZINC IONS OF WT STRUCTURES\n", + "\n", + "systems=['WT_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2']\n", + "color_num=0\n", + "\n", + "n_bins = 40\n", + "\n", + "fig, ax = plt.subplots()\n", + "x_multi=[]\n", + "colors = [ 'black','gray', 'green']\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " zn1=573\n", + " zn2=574\n", + " zns='@573 @574'\n", + " elif system=='S216D_ABLIM1':\n", + " zn1=578\n", + " zn2=579\n", + " zns=':252 :253'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " zn1=140\n", + " zn2=141\n", + " zns=':64 :65'\n", + " else:\n", + " zn1=179\n", + " zn2=180\n", + " zns=':82 :83'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " ZN_distances1=pt.distance(traj1, mask=zns)\n", + " ZN_distances2=pt.distance(traj2, mask=zns)\n", + " ZN_distances3=pt.distance(traj3, mask=zns)\n", + " #print(ZN_distances1)\n", + "\n", + "\n", + " multiple_lists = [ZN_distances1,ZN_distances2,ZN_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " #print(means)\n", + " x_multi.append(means[100:3500])\n", + " \n", + " legend=system+ ' mean'\n", + "\n", + "bin_counts,bin_edges,bars=ax.hist(x_multi, n_bins, histtype='bar',range=(12,25),color=colors,label=systems)\n", + "\n", + "\n", + "title=\"Distances between ZN2+ Ions in LIM2 for All WT Systems\"\n", + "plt.title(title)\n", + "plt.xlabel(\"Distance in Å\")\n", + "plt.ylabel(\"Number of Frames\")\n", + "ax.figure.set_size_inches(8.0,6.0)\n", + "ax.legend()\n", + "#for b in bars:\n", + "# ax.bar_label(b, labels=[v.astype(np.int64) if v > 0 else '' for v in b.datavalues])\n", + "\n", + "name='WT_LIM2_ZN_Distances_Hist.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 274, + "id": "2ee7cfa5-3525-499d-b2e4-c8c1646afe71", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#ZN Distance Histogram w/out bars, just outline \n", + "for i in range(len(bin_counts)):\n", + " #get bin centers & convert them into scatterplot with lines connecting for each system\n", + " bin_centers = (bin_edges[:-1] + bin_edges[1:])/2.\n", + " plt.scatter(x=bin_centers,y=bin_counts[i],color=colors[i],label=systems[i])\n", + " plt.plot(bin_centers,bin_counts[i],color=colors[i])\n", + "\n", + "title=\"Distances between ZN2+ Ions in LIM2 for All WT Systems\"\n", + "plt.title(title)\n", + "plt.xlabel(\"Distance in Å\")\n", + "plt.ylabel(\"Number of Frames\")\n", + "#ax.figure.set_size_inches(8.0,6.0)\n", + "plt.legend()\n", + "plt.ylim(10,1050)\n", + "\n", + "name='WT_LIM2_ZN_Distances_Hist.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "188371e7-927f-4bce-b24b-5f2fc3458538", + "metadata": {}, + "outputs": [ + { + "ename": "FileNotFoundError", + "evalue": "[Errno 2] No such file or directory: '/Users/alecloftus/Analyses/WT_ABLIM1'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[2], line 14\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[38;5;66;03m#fig=plt.figure(figsize=(14,5))\u001b[39;00m\n\u001b[1;32m 13\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m system \u001b[38;5;129;01min\u001b[39;00m systems:\n\u001b[0;32m---> 14\u001b[0m \u001b[43mos\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mchdir\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[38;5;241;43m/\u001b[39;49m\u001b[43msystem\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 15\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m system\u001b[38;5;241m==\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mWT_ABLIM1\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 16\u001b[0m zn1\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m573\u001b[39m\n", + "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/Users/alecloftus/Analyses/WT_ABLIM1'" + ] + }, + { + "data": { + "image/png": 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O//3vf/Xll1+qqqrK0aL9fr/i4uLU1NSk2NhYR3MBAMCPo6/fvx2dfqqoqFBMTIxyc3NDxvPy8lRfX6+DBw/+4HOUlJTI5/Pp0UcfdbZSAACAC3AUNVVVVUpJSVFUVOhZq7S0tOD9F/LRRx/pkUce0TPPPKOYmJhuf9+Wlhb5/f6QGwAAwPkcRU1DQ4NGjhzZYbx9rKGhocu5gUBAixYt0uzZs3XzzTc7WmRxcbHi4uKCt8TEREfzAQCA/Rz/9pPL5erRfU888YSOHj2qdevWOf2WKioqUlNTU/BWV1fn+DkAAIDdHP32U3x8fKdHY3w+nyR1ehRHkmpra7V69WqVlJRo8ODBamxslPTth4YDgYAaGxvldrs1ZMiQTue73W653W4nSwUAAAOMoyM1qampqqmpUWtra8j44cOHJanLa84cP35cX3/9te69916NGDEieHvzzTdVU1OjESNGqKioqIcvAQAAwOGRmpycHD377LMqLy/X7373u+C41+uVx+NRRkZGp/PS09N14MCBDuPLli1TU1OTtm7dqoSEBIdLBwAA+I6jqMnOzlZmZqaWLFkiv9+v5ORklZWVaffu3SotLQ1eoyY/P19er1fHjh1TUlKShg8fruuvv77D8w0fPlytra2d3gcAAOCE4ysK79y5UytXrtTq1avl8/k0ceJElZWVac6cOcHHtLW1qa2tTQ6u6wcAABAWR1cU7i+4ojAAAJeefnVFYQAAgP6KqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFjBcdQ0Nzdr2bJl8ng8io6OVnp6urZv3/6D83bu3Km5c+cqOTlZQ4YM0dixYzV//nwdPXq0RwsHAAA4X5TTCbNnz9ahQ4dUUlKi8ePHa9u2bZo7d64CgYDmzZvX5bzHH39cl19+uVauXKlx48aprq5Ojz32mK6++mq98847mjRpUlgvBAAADGwuY4zp7oMrKys1a9asYMi0y8rKUnV1tWpraxUZGdnp3FOnTmn06NEhY/X19Ro7dqxuu+02bd68uduL9vv9iouLU1NTk2JjY7s9DwAA/Hj6+v3b0emniooKxcTEKDc3N2Q8Ly9P9fX1OnjwYJdzvx80kuTxeJSQkKC6ujonywAAAOjAUdRUVVUpJSVFUVGhZ63S0tKC9ztx/Phxffrppz946qmlpUV+vz/kBgAAcD5HUdPQ0KCRI0d2GG8fa2ho6PZztba2Kj8/XzExMVq+fPkFH1tcXKy4uLjgLTEx0cmyAQDAAOD4t59cLleP7jufMUb5+fl644039Le//e0HI6WoqEhNTU3BG6erAADA9zn67af4+PhOj8b4fD5J6vQozvcZY7R48WKVlpbK6/Xqlltu+cE5brdbbrfbyVIBAMAA4+hITWpqqmpqatTa2hoyfvjwYUnS5MmTLzi/PWi2bt2qzZs3a8GCBQ6XCwAA0DlHUZOTk6Pm5maVl5eHjHu9Xnk8HmVkZHQ51xij22+/XVu3btXGjRuVl5fXsxUDAAB0wtHpp+zsbGVmZmrJkiXy+/1KTk5WWVmZdu/erdLS0uA1avLz8+X1enXs2DElJSVJkgoKCvTcc89p0aJFSk1N1TvvvBN8XrfbrZ/97Ge9+LIAAMBA4/iKwjt37tTKlSu1evVq+Xw+TZw4UWVlZZozZ07wMW1tbWpra9P51/X7xz/+IUnasmWLtmzZEvKcSUlJ+uSTT3r4EgAAABxeUbi/4IrCAABcevrVFYUBAAD6K6IGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBaIGAABYgagBAABWIGoAAIAViBoAAGAFogYAAFiBqAEAAFYgagAAgBWIGgAAYAWiBgAAWIGoAQAAViBqAACAFYgaAABgBcdR09zcrGXLlsnj8Sg6Olrp6enavn17t+aeOnVKCxcu1KhRozR06FBNmzZN+/btc7xoAACA74tyOmH27Nk6dOiQSkpKNH78eG3btk1z585VIBDQvHnzupzX0tKiG264QY2NjVq/fr1Gjx6tDRs26KabbtLevXs1ffr0sF4IAAAY2FzGGNPdB1dWVmrWrFnBkGmXlZWl6upq1dbWKjIystO5Tz/9tO6++2699dZbmjZtmiSptbVVU6ZMUUxMjA4ePNjtRfv9fsXFxampqUmxsbHdngcAAH48ff3+7ej0U0VFhWJiYpSbmxsynpeXp/r6+guGSUVFhSZMmBAMGkmKiorSggUL9O677+rkyZMOlw4AAPAdR6efqqqqlJKSoqio0GlpaWnB+3/xi190OfdXv/pVh/H2udXV1briiis6ndvS0qKWlpbg101NTZK+LT4AAHBpaH/fdnCSyBFHUdPQ0KBx48Z1GB85cmTw/gvNbX+c07nFxcVau3Zth/HExMQfXDMAAOhfGhoaFBcX1+vP6/iDwi6Xq0f3hTO3qKhIK1asCH7d2NiopKQk1dbW9sk/CrrP7/crMTFRdXV1fL6pH2A/+g/2ov9gL/qPpqYmXXnllZ0e5OgNjqImPj6+0yMqPp9Pki64yHDmut1uud3uDuNxcXH8B9pPxMbGshf9CPvRf7AX/Qd70X9ERPTNZfIcPWtqaqpqamrU2toaMn748GFJ0uTJky84t/1xTucCAAD8EEdRk5OTo+bmZpWXl4eMe71eeTweZWRkXHDukSNHQn5DqrW1VaWlpcrIyJDH43G4dAAAgO84Ov2UnZ2tzMxMLVmyRH6/X8nJySorK9Pu3btVWloavEZNfn6+vF6vjh07pqSkJEnSokWLtGHDBuXm5qqkpESjR4/W008/rY8//lh79+51tGi3262HHnqo01NSuLjYi/6F/eg/2Iv+g73oP/p6LxxdfE/69s8krFy5Un//+9/l8/k0ceJEFRUVac6cOcHHLFy4UF6vVydOnNDYsWOD459//rkKCwv1z3/+U1999ZXS09P18MMP68Ybb+y1FwQAAAYmx1EDAADQH/FXugEAgBWIGgAAYIV+FTXNzc1atmyZPB6PoqOjlZ6eru3bt3dr7qlTp7Rw4UKNGjVKQ4cO1bRp07Rv374+XrG9eroXO3fu1Ny5c5WcnKwhQ4Zo7Nixmj9/vo4ePXoRVm2ncH4uzrdq1Sq5XC4unxCmcPfj5Zdf1vTp0xUbG6thw4Zp0qRJ2rRpUx+u2F7h7MWBAweUmZmp0aNHKyYmRmlpaXryySfV1tbWx6u20+nTp1VYWKisrCxddtllcrlcWrNmTbfn99p7uOlHMjMzzfDhw81f//pXs3//frN48WIjybzwwgsXnHf27FkzefJkk5CQYEpLS82rr75qbrnlFhMVFWVee+21i7R6u/R0L6699lrzm9/8xmzZssW89tpr5vnnnzcpKSkmJibGVFVVXaTV26Wne3G+//znP8btdpsxY8aYSZMm9eFq7RfOfhQXF5uIiAhz1113mV27dpm9e/eap556yvzlL3+5CCu3T0/3Ys+ePSYiIsJcf/315qWXXjJ79uwxS5cuNZJMQUHBRVq9XU6cOGHi4uLMddddF9yHhx56qFtze/M9vN9Ezb/+9S8jyWzbti1kPDMz03g8HtPa2trl3A0bNhhJ5q233gqOffPNN+aqq64y1157bZ+t2Vbh7MXnn3/eYezkyZNm0KBBJj8/v9fXartw9qLdN998Y9LT001BQYGZPn06UROGcPbjvffeMxEREebxxx/v62UOCOHsxfz5843b7TbNzc0h41lZWSY2NrZP1mu7QCBgAoGAMcaYL774wlHU9OZ7eL85/VRRUaGYmBjl5uaGjOfl5am+vj7kon2dzZ0wYYKmTZsWHIuKitKCBQv07rvv6uTJk322bhuFsxejR4/uMObxeJSQkKC6urpeX6vtwtmLdiUlJfL5fHr00Uf7apkDRjj78dRTT8ntdmvp0qV9vcwBIZy9GDRokAYPHqwhQ4aEjA8fPlzR0dF9sl7buVyuH/z7j13pzffwfhM1VVVVSklJUVRU6PUA09LSgvdfaG774zqbW11d3YsrtV84e9GZ48eP69NPP9WkSZN6bY0DRbh78dFHH+mRRx7RM888o5iYmD5b50ARzn68/vrrSklJUXl5uSZMmKDIyEglJCTogQce0Llz5/p03TYKZy/uvPNOnTt3TgUFBaqvr1djY6Oef/55VVRUqLCwsE/XjY568z2830RNQ0NDp3/Usn2ssz+G2Rtz0VFv/nu2trYqPz9fMTExWr58ea+tcaAIZy8CgYAWLVqk2bNn6+abb+6zNQ4k4ezHyZMndfToURUUFKigoEB79+7VwoUL9ac//Ul5eXl9tmZbhbMXGRkZ2r9/vyoqKnTFFVdoxIgRysvL06OPPqr77ruvz9aMzvXme46jP5PQ1y506OqHDmuFMxcd9ca/pzFG+fn5euONN1ReXq7ExMTeWt6A0tO9eOKJJ3T06FG98sorfbGsAaun+xEIBHT69GmVlZUFr8A+Y8YMnTlzRuvWrdPatWuVnJzc6+u1WU/34v3331dOTo4yMjK0ceNGDRs2TPv379eqVat09uxZPfjgg32xXFxAb72H95uoiY+P77TGfD6fJHVacb0xFx31xr+nMUaLFy9WaWmpvF6vbrnlll5f50DQ072ora3V6tWrVVJSosGDB6uxsVHSt0fOAoGAGhsb5Xa7O3ymABcW7v+nPvvsM82cOTNkPDs7W+vWrdMHH3xA1DgQzl7cfffdGjNmjCoqKoJ/s3DGjBmKiIjQmjVrNH/+fI0bN65vFo4OevM9vN+cfkpNTVVNTY1aW1tDxg8fPixJF7y2RmpqavBxTueio3D2QvouaLZu3arNmzdrwYIFfbZW2/V0L44fP66vv/5a9957r0aMGBG8vfnmm6qpqdGIESNUVFTU5+u3TTg/G519ZkD69udFkiIi+s3/ji8J4ezFhx9+qGuuuSYYNO2mTp2qQCCgmpqa3l8wutSb7+H95qcoJydHzc3NKi8vDxn3er3yeDzKyMi44NwjR46EfNq9tbVVpaWlysjIkMfj6bN12yicvTDG6Pbbb9fWrVu1ceNGPisQpp7uRXp6ug4cONDhNmXKFI0dO1YHDhzQPffcczFeglXC+dm49dZbJUm7du0KGa+srFRERISmTp3a+wu2WDh74fF49N5773W40N7bb78tSUpISOj9BaNLvfoe7ugXwPtYZmamGTFihNm0aZPZv3+/uf32240kU1paGnzMokWLTGRkpPnkk0+CY2fPnjWTJk0yiYmJ5oUXXjB79uwxOTk5XHwvDD3di3vuucdIMosWLTJvv/12yO2DDz74MV7KJa+ne9EZrlMTvp7ux7lz58zVV19t4uLizPr1682ePXvM/fffbyIjI80999zzY7yUS15P9+LJJ580kkx2drZ56aWXzKuvvmruv/9+ExUVZW688cYf46VYobKy0uzYscNs2bLFSDK5ublmx44dZseOHebMmTPGmL5/D+9XUXP69GlTUFBgLr/8cjN48GCTlpZmysrKQh7z+9//3kgyJ06cCBn/7LPPzG233WZGjhxpoqOjzc9//nOzZ8+ei7h6u/R0L5KSkoykTm9JSUkX90VYIpyfi+8jasIXzn40NDSYO+64w4wZM8YMGjTIjB8/3vzxj380bW1tF/EV2COcvSgvLze//OUvzahRo8ywYcPMpEmTzMMPP9zhgnzovgv9/7/937+v38Ndxvz/E7oAAACXsH7zmRoAAIBwEDUAAMAKRA0AALACUQMAAKxA1AAAACsQNQAAwApEDQAAsAJRAwAArEDUAAAAKxA1AADACkQNAACwAlEDAACs8P8Av0W8ojKF9ZQAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#HISTOGRAM OF DISTANCES BETWEEN ZINC IONS OF ABLIM1 STRUCTURES\n", + "\n", + "systems=['WT_ABLIM1','S216D_ABLIM1','LIM2_WT_ABLIM1']\n", + "color_num=0\n", + "\n", + "n_bins = 40\n", + "\n", + "fig, ax = plt.subplots()\n", + "x_multi=[]\n", + "colors = ['black','red', 'gray']\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " zn1=573\n", + " zn2=574\n", + " zns='@573 @574'\n", + " elif system=='S216D_ABLIM1':\n", + " zn1=578\n", + " zn2=579\n", + " zns=':252 :253'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " zn1=140\n", + " zn2=141\n", + " zns=':64 :65'\n", + " else:\n", + " zn1=179\n", + " zn2=180\n", + " zns=':82 :83'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " ZN_distances1=pt.distance(traj1, mask=zns)\n", + " ZN_distances2=pt.distance(traj2, mask=zns)\n", + " ZN_distances3=pt.distance(traj3, mask=zns)\n", + " #print(ZN_distances1)\n", + "\n", + "\n", + " multiple_lists = [ZN_distances1,ZN_distances2,ZN_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " #print(means)\n", + " x_multi.append(means[100:3500])\n", + " \n", + " legend=system+ ' mean'\n", + "\n", + "#Find edges of histogram for each system\n", + "\n", + "counts,edges,bars=ax.hist(x_multi, n_bins, histtype='bar',range=(12,25),color=colors,label=systems)\n", + "ax.set_title('different sample sizes')\n", + "\n", + "title=\"Distances between ZN2+ Ions in LIM2 for All ABLIM1 Systems\"\n", + "plt.title(title)\n", + "plt.xlabel(\"Distance in Å\")\n", + "plt.ylabel(\"Number of Frames\")\n", + "ax.figure.set_size_inches(8.0,6.0)\n", + "ax.legend()\n", + "#for b in bars:\n", + "# ax.bar_label(b, labels=[v.astype(np.int64) if v > 0 else '' for v in b.datavalues])\n", + "\n", + "name='ABLIM1_ZN_Distances_Hist.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 279, + "id": "375a5e50-d929-4c17-8d68-35ff92f5994b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for i in range(len(counts)):\n", + " bin_centres = (edges[:-1] + edges[1:])/2.\n", + " plt.scatter(x=bin_centres,y=counts[i],color=colors[i],label=systems[i])\n", + " plt.plot(bin_centres,counts[i],color=colors[i])\n", + "\n", + "title=\"Distances between ZN2+ Ions in LIM2 for All ABLIM1 Systems\"\n", + "plt.title(title)\n", + "plt.xlabel(\"Distance in Å\")\n", + "plt.ylabel(\"Number of Frames\")\n", + "#ax.figure.set_size_inches(8.0,6.0)\n", + "plt.legend(loc='upper left')\n", + "#for b in bars:\n", + "# ax.bar_label(b, labels=[v.astype(np.int64) if v > 0 else '' for v in b.datavalues])\n", + "plt.ylim(10,1050)\n", + "\n", + "name='ABLIM1_ZN_Distances_Hist.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "5a186e4e-97fa-4b56-9c1b-7ec34717a6e2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pytraj.TrajectoryIterator, 7560 frames: \n", + "Size: 0.030416 (GB)\n", + "\n", + " \n", + "pytraj.TrajectoryIterator, 7370 frames: \n", + "Size: 0.029652 (GB)\n", + "\n", + " \n", + "[16.89501584 16.47361491 16.73080252 ... 14.13937842 14.17649634\n", + " 14.05799742]\n", + "[16.67139963 15.84065795 14.88563268 ... 11.80531479 11.84541652\n", + " 11.79044505]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#WT_ABLIM2 & S76D_ABLIM2 Mean RoG\n", + "\n", + "\n", + "system1='WT_ABLIM2'\n", + "os.chdir(path/system1)\n", + "\n", + "WT_traj1=pt.iterload(trajectory[0],topology[0])\n", + "WT_traj2=pt.iterload(trajectory[1],topology[1])\n", + "WT_traj3=pt.iterload(trajectory[2],topology[2])\n", + "print(WT_traj1)\n", + "\n", + "system2='S76D_ABLIM2'\n", + "os.chdir(path/system2)\n", + "S76D_traj1=pt.iterload(trajectory[0],topology[0])\n", + "S76D_traj2=pt.iterload(trajectory[1],topology[1])\n", + "S76D_traj3=pt.iterload(trajectory[2],topology[2])\n", + "print(S76D_traj1)\n", + "\n", + "os.chdir(path)\n", + "\n", + "WT_data1=pt.radgyr(WT_traj1, mask='@BB')\n", + "WT_data2=pt.radgyr(WT_traj2, mask='@BB')\n", + "WT_data3=pt.radgyr(WT_traj3, mask='@BB')\n", + "print(WT_data1)\n", + "\n", + "S76D_data1=pt.radgyr(S76D_traj1, mask='@BB')\n", + "S76D_data2=pt.radgyr(S76D_traj2, mask='@BB')\n", + "S76D_data3=pt.radgyr(S76D_traj3, mask='@BB')\n", + "print(S76D_data1)\n", + "\n", + "\n", + "WT_multiple_lists = [WT_data1,WT_data2,WT_data3]\n", + "WT_arrays = [np.array(x) for x in WT_multiple_lists]\n", + "WT_means=[np.mean(k) for k in zip(*WT_arrays)]\n", + "WT_sds=[np.std(k) for k in zip(*WT_arrays)]\n", + "\n", + "S76D_multiple_lists = [S76D_data1,S76D_data2,S76D_data3]\n", + "S76D_arrays = [np.array(x) for x in S76D_multiple_lists]\n", + "S76D_means=[np.mean(k) for k in zip(*S76D_arrays)]\n", + "S76D_sds=[np.std(k) for k in zip(*S76D_arrays)]\n", + "\n", + "fig,ax = plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "#WTx1=np.arange(0,len(WT_data1))\n", + "#WTx2=np.arange(0,len(WT_data2))\n", + "#WTx3=np.arange(0,len(WT_data3))\n", + "WTx4=np.arange(0,len(WT_means))\n", + "\n", + "#S76Dx1=np.arange(0,len(S76D_data1))\n", + "#S76Dx2=np.arange(0,len(S76D_data2))\n", + "#S76Dx3=np.arange(0,len(S76D_data3))\n", + "S76Dx4=np.arange(0,len(S76D_means))\n", + "\n", + "#WTy1=np.array(WT_data1)\n", + "#WTy2=np.array(WT_data2)\n", + "#WTy3=np.array(WT_data3)\n", + "WTy4=np.array(WT_means)\n", + "\n", + "#S76Dy1=np.array(S76D_data1)\n", + "#S76Dy2=np.array(S76D_data2)\n", + "#S76Dy3=np.array(S76D_data3)\n", + "S76Dy4=np.array(S76D_means)\n", + "\n", + "\n", + "ax=plt.gca()\n", + "ax.set_ylim(10.0,20.0)\n", + "#ax.plot(WTx1,WTy1,linestyle='-',color='red',label='WT triplicate 1')\n", + "#ax.plot(WTx2,WTy2,linestyle='-',color='indianred',label='WT triplicate 2')\n", + "#ax.plot(WTx3,WTy3,linestyle='-',color='lightcoral',label='WT triplicate 3')\n", + "ax.plot(WTx4,WTy4,linestyle='-',color='black',label='WT_ABLIM2 mean')\n", + "#ax.plot(S76Dx1,S76Dy1,linestyle='-',color='darkblue',label='S76D triplicate 1')\n", + "#ax.plot(S76Dx2,S76Dy2,linestyle='-',color='blue',label='S76D triplicate 2')\n", + "#ax.plot(S76Dx3,S76Dy3,linestyle='-',color='cornflowerblue',label='S76D triplicate 3')\n", + "ax.plot(S76Dx4,S76Dy4,linestyle='-',color='red',label='S76D_ABLIM2 mean')\n", + "title=\"Radius of Gyration of \" + system1 + ' and ' + system2\n", + "leg=ax.legend()\n", + "plt.title(title)\n", + "plt.xlabel(\"Frame\")\n", + "plt.ylabel(\"RoG in Å\")\n", + " \n", + "name=system1 + '_' + system2+'_ROG.png'\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d00b2ece-3e20-423e-9561-437b5d6cb323", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#OVERLAY WT_ABLIM2 & S76D_ABLIM2 RMSF\n", + "\n", + "system1='WT_ABLIM2'\n", + "os.chdir(path/system1)\n", + "\n", + "WT_traj1=pt.iterload(trajectory[0],topology[0])\n", + "WT_traj2=pt.iterload(trajectory[1],topology[1])\n", + "WT_traj3=pt.iterload(trajectory[2],topology[2])\n", + "#print(WT_traj1)\n", + "\n", + "system2='S76D_ABLIM2'\n", + "os.chdir(path/system2)\n", + "S76D_traj1=pt.iterload(trajectory[0],topology[0])\n", + "S76D_traj2=pt.iterload(trajectory[1],topology[1])\n", + "S76D_traj3=pt.iterload(trajectory[2],topology[2])\n", + "#print(S76D_traj1)\n", + "\n", + "os.chdir(path)\n", + "\n", + "#Calculate RMSF for each replicate of each system\n", + "WT_traj1_imposed= pt.superpose(WT_traj1,ref=0)\n", + "WTrmsf_data1=pt.rmsf(WT_traj1_imposed,mask='@BB',options='byres')\n", + "#print(WTrmsf_data1.T[0])\n", + "\n", + "WT_traj2_imposed= pt.superpose(WT_traj2,ref=0)\n", + "WTrmsf_data2=pt.rmsf(WT_traj2_imposed,mask='@BB',options='byres')\n", + "#print(WTrmsf_data2.T[0])\n", + "\n", + "WT_traj3_imposed= pt.superpose(WT_traj3,ref=0)\n", + "WTrmsf_data3=pt.rmsf(WT_traj3_imposed,mask='@BB',options='byres')\n", + "#print(rmsf_data3)\n", + "\n", + "S76D_traj1_imposed= pt.superpose(S76D_traj1,ref=0)\n", + "S76Drmsf_data1=pt.rmsf(S76D_traj1_imposed,mask='@BB',options='byres')\n", + "#print(S76Drmsf_data1)\n", + "\n", + "S76D_traj2_imposed= pt.superpose(S76D_traj2,ref=0)\n", + "S76Drmsf_data2=pt.rmsf(S76D_traj2_imposed,mask='@BB',options='byres')\n", + "#print(rmsf_data2)\n", + "\n", + "S76D_traj3_imposed= pt.superpose(S76D_traj3,ref=0)\n", + "S76Drmsf_data3=pt.rmsf(S76D_traj3_imposed,mask='@BB',options='byres')\n", + "#print(rmsf_data3)\n", + "\n", + "#generate list of RMSFs, convert to arrays, and calculate mean of all arrays\n", + "WT_multiple_lists = [WTrmsf_data1.T[1],WTrmsf_data2.T[1],WTrmsf_data3.T[1]]\n", + "WT_arrays = [np.array(x) for x in WT_multiple_lists]\n", + "WT_means=[np.mean(k) for k in zip(*WT_arrays)]\n", + "\n", + "#print(len(WT_means))\n", + "#print(WT_means)\n", + "\n", + " \n", + "S76D_multiple_lists = [S76Drmsf_data1.T[1],S76Drmsf_data2.T[1],S76Drmsf_data3.T[1]]\n", + "S76D_arrays = [np.array(x) for x in S76D_multiple_lists]\n", + "S76D_means=[np.mean(k) for k in zip(*S76D_arrays)]\n", + "#print(S76D_means)\n", + "\n", + "\n", + "fig=plt.figure(figsize=(14,5))\n", + "ax=plt.gca()\n", + "ax.set_ylim(0.0,10.0)\n", + "ax.plot(WTrmsf_data1.T[0],WT_means,linestyle='-',linewidth=2.0,color='black',label='WT_ABLIM2 mean')\n", + "ax.plot(S76Drmsf_data1.T[0],S76D_means,linestyle='-',linewidth=2.0,color='red',label='S76D_ABLIM2 mean')\n", + "\n", + "#Add highlighted regions to figure for ZN finger 1\n", + "finger1_constraints=[18,21,38,41]\n", + "for constraint in finger1_constraints:\n", + " res=constraint\n", + " if res==18:\n", + " plt.axvspan(res,res+1, color='gray',alpha=0.7,label='Zinc-Finger 1 Residues')\n", + " else:\n", + " plt.axvspan(res,res+1, color='gray',alpha=0.7)\n", + "\n", + "#Add highlighted regions to figure for ZN finger 2\n", + "finger2_constraints=[44,47,66,69,76]\n", + "for constraint in finger2_constraints:\n", + " res=constraint\n", + " if res==44:\n", + " plt.axvspan(res,res+1, color='silver',alpha=0.7,label='Zinc-Finger 2 Residues')\n", + " elif res==76:\n", + " #also highlight the phosphorylation site at the tail of ABLIM2 LIM2\n", + " plt.axvspan(res,res+1, color='lightgreen',alpha=0.7,label='S76D phosphorylated site')\n", + " else:\n", + " plt.axvspan(res,res+1, color='silver',alpha=0.7)\n", + "\n", + "title=\"RMSF of \" + system1 + ' and ' + system2\n", + "leg=ax.legend()\n", + "plt.title(title)\n", + "plt.xlabel(\"Residue\")\n", + "plt.ylabel(\"RMSF in Å\")\n", + "\n", + "os.chdir(path)\n", + "name=system1 + '_RMSF.png'\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "3945fc3d-0bdf-4d31-864a-61537503080c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Overlay of WT_ABLIM2 & S76D_ABLIM2 RMSD\n", + "\n", + "system1='WT_ABLIM2'\n", + "system2='S76D_ABLIM2'\n", + "\n", + "os.chdir(path/system1)\n", + "WT_data1=pt.rmsd(WT_traj1, mask='@BB')\n", + "WT_data2=pt.rmsd(WT_traj2, mask='@BB')\n", + "WT_data3=pt.rmsd(WT_traj3, mask='@BB')\n", + "#print(WT_data1)\n", + "\n", + "os.chdir(path/system2)\n", + "S76D_data1=pt.rmsd(S76D_traj1, mask='@BB')\n", + "S76D_data2=pt.rmsd(S76D_traj2, mask='@BB')\n", + "S76D_data3=pt.rmsd(S76D_traj3, mask='@BB')\n", + "#print(S76D_data1)\n", + "\n", + "os.chdir(path)\n", + "WT_multiple_lists = [WT_data1,WT_data2,WT_data3]\n", + "WT_arrays = [np.array(x) for x in WT_multiple_lists]\n", + "WT_means=[np.mean(k) for k in zip(*WT_arrays)]\n", + "WT_sds=[np.std(k) for k in zip(*WT_arrays)]\n", + "\n", + "S76D_multiple_lists = [S76D_data1,S76D_data2,S76D_data3]\n", + "S76D_arrays = [np.array(x) for x in S76D_multiple_lists]\n", + "S76D_means=[np.mean(k) for k in zip(*S76D_arrays)]\n", + "S76D_sds=[np.std(k) for k in zip(*S76D_arrays)]\n", + "\n", + "\n", + "fig,ax = plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "#WTx1=np.arange(0,len(WT_data1))\n", + "#WTx2=np.arange(0,len(WT_data2))\n", + "#WTx3=np.arange(0,len(WT_data3))\n", + "WTx4=np.arange(0,len(WT_means))\n", + "\n", + "#S76Dx1=np.arange(0,len(S76D_data1))\n", + "#S76Dx2=np.arange(0,len(S76D_data2))\n", + "#S76Dx3=np.arange(0,len(S76D_data3))\n", + "S76Dx4=np.arange(0,len(S76D_means))\n", + "\n", + "#WTy1=np.array(WT_data1)\n", + "#WTy2=np.array(WT_data2)\n", + "#WTy3=np.array(WT_data3)\n", + "WTy4=np.array(WT_means)\n", + "\n", + "#S76Dy1=np.array(S76D_data1)\n", + "#S76Dy2=np.array(S76D_data2)\n", + "#S76Dy3=np.array(S76D_data3)\n", + "S76Dy4=np.array(S76D_means)\n", + "\n", + "\n", + "ax=plt.gca()\n", + "ax.plot(WTx4,WTy4,linestyle='-',color='black',label='WT_ABLIM2 mean')\n", + "ax.plot(S76Dx4,S76Dy4,linestyle='-',color='red',label='S76D_ABLIM2 mean')\n", + "title=\"RMSD of \" + system1 + ' and ' + system2\n", + "leg=ax.legend()\n", + "plt.title(title)\n", + "plt.xlabel(\"Frame\")\n", + "plt.ylabel(\"RMSD in Å\")\n", + "ax.figure.set_size_inches(6.0,4.0)\n", + "\n", + "os.chdir(path)\n", + "name=system1 + '_' + system2+'_RMSD.png'\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "460bc2f8-53fe-4a9c-93d4-a2139fc9b943", + "metadata": {}, + "outputs": [], + "source": [ + "#LIM2 ZN Coordination\n", + "#--ServerApp.iopub_data_rate_limit=2000000\n", + "\n", + "lim2_systems=['WT_ABLIM2','S76D_ABLIM2','LIM2_WT_ABLIM1']\n", + "\n", + "\n", + "list_of_pairs=[]\n", + "mean_distance_matrix=[]\n", + "sd_distance_matrix=[]\n", + "\n", + "\n", + "for system in lim2_systems:\n", + " os.chdir(path/system)\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " if system=='LIM2_WT_ABLIM1':\n", + " constraints=LIM2_WT_ABLIM1_constraints\n", + " zn1=140\n", + " zn2=141\n", + " else:\n", + " constraints=ABLIM2_constraints\n", + " zn1=179\n", + " zn2=180\n", + "\n", + " for key, value in constraints.items():\n", + " for i in range(0,4):\n", + " #print(type(combo))\n", + " zinc=key\n", + " atom=value[i]\n", + " pair=atom + ' ' + zinc\n", + " list_of_pairs.append(system+ ' ' + atom[1:] + ' ' + zinc[1:])\n", + " #print(pair)\n", + "\n", + " \n", + " data1=pt.distance(traj1,pair)\n", + " data2=pt.distance(traj2,pair)\n", + " data3=pt.distance(traj3,pair)\n", + " #list of all triplicate\n", + " triple_list=[data1,data2,data3]\n", + " tripl_arrays = [np.array(x) for x in triple_list]\n", + " means=[np.mean(k) for k in zip(*tripl_arrays)]\n", + " sds=[np.std(k) for k in zip(*tripl_arrays)]\n", + " #print(means)\n", + " mean_distance_matrix.append(means)\n", + " sd_distance_matrix.append(sds)\n", + "\n", + "\n", + "final_mean_matrix=[]\n", + "final_sd_matrix=[]\n", + "list=[]\n", + "for i in range(len(list_of_pairs)):\n", + " mean_list=[]\n", + " sd_list=[]\n", + " for j in range(len(mean_distance_matrix[0])):\n", + " mean_list.append(mean_distance_matrix[i])\n", + " sd_list.append(sd_distance_matrix[i])\n", + " \n", + " mean_arrays = [np.array(x) for x in mean_list]\n", + " #print(mean_arrays)\n", + " final_means=[np.mean(k) for k in zip(*mean_arrays)]\n", + " final_mean_matrix.append(final_means)\n", + " \n", + " sd_arrays=[np.array(x) for x in sd_list]\n", + " final_sds=[np.mean(k) for k in zip(*sd_arrays)]\n", + " final_sd_matrix.append(final_sds)\n", + "\n", + "print(len(list_of_pairs))\n", + "print(len(mean_distance_matrix[0]))\n", + "print(len(sd_distance_matrix[0]))\n", + "\n", + "print(len(final_sds_matrix))\n", + "print(len(final_sds_matrix[0]))\n", + "#print(list_of_pairs)\n", + "#print(mean_distance_matrix)\n", + "#print(sd_distance_matrix)\n", + "'''\n", + "fig,ax=plt.subplots()\n", + "x=list_of_pairs\n", + "y=final_mean_matrix\n", + "e=final_sd_matrix\n", + "plt.title('Mean & SD Distances of each Residue-Ion pairing for Isolated LIM2 domains')\n", + "plt.xlabel('Residue-Ion Pairing')\n", + "plt.bar(x,y,yerr=e, align='center',alpha=0.5,color='red')\n", + "ax.figure.set_size_inches(6.0,3.0)\n", + "plt.savefig('LIM2_ResIon_Distances.png')\n", + "plt.show()\n", + "'''\n", + "#print(distance_matrix)" + ] + }, + { + "cell_type": "code", + "execution_count": 281, + "id": "d1ed6f48-c35f-4aba-beab-1a209940534e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "7525\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#CG WT_ABLIM2 vs atomistic WT_ABLIM2 distances\n", + "\n", + "system1='WT_ABLIM2'\n", + "\n", + "\n", + "os.chdir(path/system1)\n", + "zn1=179\n", + "zn2=180\n", + "zns=':82 :83'\n", + "\n", + "traj1=pt.iterload(trajectory[0],topology[0])\n", + "traj2=pt.iterload(trajectory[1],topology[1])\n", + "traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + "ZN_distances1=pt.distance(traj1, mask=zns)\n", + "ZN_distances2=pt.distance(traj2, mask=zns)\n", + "ZN_distances3=pt.distance(traj3, mask=zns)\n", + "#print(ZN_distances1)\n", + "\n", + "\n", + "multiple_lists = [ZN_distances1,ZN_distances2,ZN_distances3]\n", + "arrays = [np.array(x) for x in multiple_lists]\n", + "means=[np.mean(k) for k in zip(*arrays)]\n", + "sd=[np.std(k) for k in zip(*arrays)]\n", + "\n", + "print(len(means))\n", + "\n", + "count,edges,bars=plt.hist(means,bins=20,range=(11.5,17.5))\n", + "#plt.bar_label(bars)\n", + "plt.axvline(x=17.2, linewidth=2, label= 'Fixed Atomistic Distance',color='red')\n", + "\n", + "# Add label\n", + "plt.legend(loc = 'upper right')\n", + "\n", + "\n", + "#atomistic_mean=[17.2]\n", + "#atomistic_sd=[0.0]\n", + "\n", + "\n", + "plt.title('Distance Between WT_ABLIM2 Zinc Ions Over 375ns')\n", + "plt.xlabel('Distance in Å')\n", + "plt.ylabel('Number of Frames')\n", + "\n", + "\n", + "os.chdir(path)\n", + "name='WT_ABLIM2_ZN_Hist.png'\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a17a5e82-cacf-4a30-8163-d874a0950c5f", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'os' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 7\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mstatistics\u001b[39;00m\n\u001b[1;32m 4\u001b[0m system\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mWT_ABLIM2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 7\u001b[0m \u001b[43mos\u001b[49m\u001b[38;5;241m.\u001b[39mchdir(path\u001b[38;5;241m/\u001b[39msystem)\n\u001b[1;32m 9\u001b[0m ABLIM2_constraints\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@179\u001b[39m\u001b[38;5;124m'\u001b[39m:[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@40\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@48\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@87\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@93\u001b[39m\u001b[38;5;124m'\u001b[39m],\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@180\u001b[39m\u001b[38;5;124m'\u001b[39m:[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@101\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@106\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@149\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m@156\u001b[39m\u001b[38;5;124m'\u001b[39m]}\n\u001b[1;32m 11\u001b[0m traj1\u001b[38;5;241m=\u001b[39mpt\u001b[38;5;241m.\u001b[39miterload(trajectory[\u001b[38;5;241m0\u001b[39m],topology[\u001b[38;5;241m0\u001b[39m])\n", + "\u001b[0;31mNameError\u001b[0m: name 'os' is not defined" + ] + } + ], + "source": [ + "#DISTANCE BETWEEN ZNS AND COORDINATING RESIDUES IN WT_ABLIM2\n", + "#unfinished cell as it was deemed not super relevant for CG simulation that was constrained\n", + "\n", + "import statistics\n", + "\n", + "system='WT_ABLIM2'\n", + "\n", + "\n", + "os.chdir(path/system)\n", + "\n", + "ABLIM2_constraints={'@179':['@40','@48','@87','@93'],'@180':['@101','@106','@149','@156']}\n", + "\n", + "traj1=pt.iterload(trajectory[0],topology[0])\n", + "traj2=pt.iterload(trajectory[1],topology[1])\n", + "traj3=pt.iterload(trajectory[2],topology[2])\n", + "\n", + "os.chdir(path)\n", + "\n", + "fingers=['Fixed Atomistic Finger 1','CG Zinc-Finger 1','CG Zinc-Finger 2']\n", + "\n", + "constraints=ABLIM2_constraints\n", + "\n", + "#print(constraints)\n", + "\n", + "fixed_dist=(2.3,2.3,2.4,2.3)\n", + "finger1_means=[]\n", + "finger2_means=[]\n", + "e1=[]\n", + "e2=[]\n", + "\n", + "for key, value in constraints.items():\n", + " finger_means=[]\n", + " if key=='@179':\n", + " for i in range(0,4):\n", + " #print(type(combo))\n", + " zinc=key\n", + " atom=value[i]\n", + " pair=atom + ' ' + zinc\n", + " #print(pair)\n", + " distance1=pt.distance(traj1,pair)\n", + " distance2=pt.distance(traj2,pair)\n", + " distance3=pt.distance(traj3,pair)\n", + " distances=[distance1,distance2,distance3]\n", + " distance_arrays = [np.array(x) for x in distances]\n", + " #print(mean_arrays)\n", + " means=[np.mean(k) for k in zip(*distance_arrays)]\n", + " true_mean=statistics.fmean(means)\n", + " sds=[np.std(j) for j in zip(*distance_arrays)]\n", + " e1.append(np.std(sds))\n", + " print(true_mean)\n", + " finger1_means.append(true_mean)\n", + " #print(len(means))\n", + " #print(type(means))\n", + " \n", + " #print(len(finger_means))\n", + " #final_array=[np.array(j) for j in finger_means]\n", + " #final_means=[np.mean(l) for l in zip(*final_array)]\n", + " #finger1_means.append(final_means)\n", + " #print(len(finger1_means))\n", + " #print(finger1_means)\n", + " else:\n", + " for i in range(0,4):\n", + " #print(type(combo))\n", + " zinc=key\n", + " atom=value[i]\n", + " pair=atom + ' ' + zinc\n", + " #print(pair)\n", + " distance1=pt.distance(traj1,pair)\n", + " distance2=pt.distance(traj2,pair)\n", + " distance3=pt.distance(traj3,pair)\n", + " distances=[distance1,distance2,distance3]\n", + " distance_arrays = [np.array(x) for x in distances]\n", + " #print(mean_arrays)\n", + " means=[np.mean(k) for k in zip(*distance_arrays)]\n", + " sds=[np.std(j) for j in zip(*distance_arrays)]\n", + " e2.append(np.std(sds))\n", + " true_mean=statistics.fmean(means)\n", + " print(true_mean)\n", + " finger2_means.append(true_mean)\n", + " #final_array=[np.array(j) for j in finger_means]\n", + " #final_means=[np.mean(l) for l in zip(*final_array)]\n", + " #finger2_means.append(final_means)\n", + " #print(len(finger2_means))\n", + " #print(finger2_means)\n", + "\n", + "#print(finger1_means)\n", + "#print(len(finger1_means))\n", + "\n", + "N=4\n", + "# Specify the values of blue bars (height)\n", + "blue_bar = (2.1,2.8,2.9,3.1)\n", + "# Specify the values of orange bars (height)\n", + "orange_bar = (1.9, 2.8, 2.4,2.8)\n", + "\n", + "# Position of bars on x-axis\n", + "ind = np.arange(N)\n", + "\n", + "# Figure size\n", + "plt.figure(figsize=(10,5))\n", + "\n", + "# Width of a bar \n", + "width = 0.2 \n", + "\n", + "# Plotting\n", + "plt.bar(ind, fixed_dist , width, label='Fixed Atomistic',color='blue')\n", + "plt.bar(ind + width, finger1_means, e1, width, label='Zinc Finger 1',color='darkorange')\n", + "plt.bar(ind + width + width, finger2_means, e2, width, label='Zinc Finger 2',color='green')\n", + " \n", + "plt.xlabel('Residues Coordinating Zinc Finger')\n", + "plt.ylabel('Distance in Å')\n", + "plt.title('Average ZN to Residue Distances for Zinc-Finger Amino Acids in WT_ABLIM2')\n", + "\n", + "# xticks()\n", + "# First argument - A list of positions at which ticks should be placed\n", + "# Second argument - A list of labels to place at the given locations\n", + "plt.xticks(ind + width, ('CYS18/CYS44','CYS21/CYS47','HIS38/CYS66','CYS41/CYS69'))\n", + "\n", + "# Finding the best position for legends and putting it\n", + "plt.legend(loc='best')\n", + "name='WT_ABLIM2_ZN_Fingers.png'\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "0729a473-956d-4ae6-9cc2-57d7147cba8a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#MEAN LIM1 TO LIM4 END TO END DISTANCE FOR FULL ABLIM1\n", + "\n", + "systems=['WT_ABLIM1','S216D_ABLIM1']#,'LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "color_num=0\n", + "colors=['black','red']#,'gray','green','lightcoral']\n", + "\n", + "fig,ax=plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " ends='@1 @569'\n", + " elif system=='S216D_ABLIM1':\n", + " ends='@1 @573'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " ends='@1 @138'\n", + " else:\n", + " ends='@1 @178'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " end_distances1=pt.distance(traj1, mask=ends)\n", + " end_distances2=pt.distance(traj2, mask=ends)\n", + " end_distances3=pt.distance(traj3, mask=ends)\n", + " #print(ZN_distances1)\n", + " \n", + " multiple_lists = [end_distances1,end_distances2,end_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " sd=[np.std(k) for k in zip(*arrays)]\n", + " \n", + " x4=np.arange(0,len(means))\n", + " y4=np.array(means)\n", + " ax.plot(x4,y4,linestyle='-',color=colors[color_num],label=system,zorder=4)\n", + " color_num+=1\n", + " leg = ax.legend()\n", + " title=\"Mean End-to-End Distances for ABLIM1 full protein\"\n", + " plt.title(title)\n", + " plt.xlabel(\"Frame\")\n", + " plt.ylabel(\"Distance in Å\")\n", + " ax.figure.set_size_inches(12.0,5.0)\n", + "\n", + "name='mean_end_to_end_distances.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "393f673c-5ecb-4852-81f0-fecceaaa7a09", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#MEAN END TO END DISTANCE OF LIM2 FOR ALL SYSTEMS\n", + "\n", + "systems=['WT_ABLIM1','S216D_ABLIM1','LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "color_num=0\n", + "colors=['black','red','gray','blue','lightcoral']\n", + "\n", + "fig,ax=plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " ends='@144 @280'\n", + " elif system=='S216D_ABLIM1':\n", + " ends='@144 @280'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " ends='@1 @138'\n", + " else:\n", + " ends='@34 @178'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " end_distances1=pt.distance(traj1, mask=ends)\n", + " end_distances2=pt.distance(traj2, mask=ends)\n", + " end_distances3=pt.distance(traj3, mask=ends)\n", + " #print(ZN_distances1)\n", + " \n", + " multiple_lists = [end_distances1,end_distances2,end_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " sd=[np.std(k) for k in zip(*arrays)]\n", + " \n", + " x4=np.arange(0,len(means))\n", + " #y1=np.array(ZN_distances1)\n", + " #y2=np.array(ZN_distances2)\n", + " #y3=np.array(ZN_distances3)\n", + " y4=np.array(means)\n", + " #ax=plt.gca()\n", + " #ax.set_ylim(10.0,31.0)\n", + " #ax.plot(x1,y1,linestyle='-',color='red',label='triplicate 1',zorder=1)\n", + " #ax.plot(x2,y2,linestyle='-',color='blue',label='triplicate 2',zorder=2)\n", + " #ax.plot(x3,y3,linestyle='-',color='green',label='triplicate 3',zorder=3)\n", + " legend=system+ ' mean'\n", + " ax.plot(x4,y4,linestyle='-',color=colors[color_num],label=legend,zorder=4)\n", + " color_num+=1\n", + " leg = ax.legend()\n", + " title=\"Mean LIM2 End-to-End Distances for All Systems\"\n", + " plt.title(title)\n", + " plt.xlabel(\"Frame\")\n", + " plt.ylabel(\"Distance in Å\")\n", + " ax.figure.set_size_inches(12.0,5.0)\n", + "\n", + "name='mean_LIM2_end_to_end_distances.png'\n", + "os.chdir(path/)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "5a789e7c-5562-4590-b22c-1822e2243abf", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#END TO END DISTANCE OF LIM2 FOR ONLY LIM2 SYSTEMS\n", + "\n", + "systems=['LIM2_WT_ABLIM1','WT_ABLIM2','S76D_ABLIM2']\n", + "color_num=0\n", + "colors=['gray','blue','lightcoral']\n", + "\n", + "fig,ax=plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " ends='@144 @280'\n", + " elif system=='S216D_ABLIM1':\n", + " ends='@144 @280'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " ends='@1 @138'\n", + " else:\n", + " ends='@34 @178'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " end_distances1=pt.distance(traj1, mask=ends)\n", + " end_distances2=pt.distance(traj2, mask=ends)\n", + " end_distances3=pt.distance(traj3, mask=ends)\n", + " #print(ZN_distances1)\n", + " \n", + " multiple_lists = [end_distances1,end_distances2,end_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " sd=[np.std(k) for k in zip(*arrays)]\n", + " \n", + " x4=np.arange(0,len(means))\n", + " #y1=np.array(ZN_distances1)\n", + " #y2=np.array(ZN_distances2)\n", + " #y3=np.array(ZN_distances3)\n", + " y4=np.array(means)\n", + " #ax=plt.gca()\n", + " #ax.set_ylim(10.0,31.0)\n", + " #ax.plot(x1,y1,linestyle='-',color='red',label='triplicate 1',zorder=1)\n", + " #ax.plot(x2,y2,linestyle='-',color='blue',label='triplicate 2',zorder=2)\n", + " #ax.plot(x3,y3,linestyle='-',color='green',label='triplicate 3',zorder=3)\n", + " legend=system+ ' mean'\n", + " ax.plot(x4,y4,linestyle='-',color=colors[color_num],label=legend,zorder=4)\n", + " color_num+=1\n", + " leg = ax.legend()\n", + " title=\"Mean LIM2 End-to-End Distances for LIM2 Systems\"\n", + " plt.title(title)\n", + " plt.xlabel(\"Frame\")\n", + " plt.ylabel(\"Distance in Å\")\n", + " ax.figure.set_size_inches(12.0,5.0)\n", + "\n", + "name='mean_LIM2_only_end_to_end_distances.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "87e2dd94-c126-48be-936c-0bbda6f7172f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#END TO END DISTANCE OF LIM2 TO LIM3 FOR ABLIM1 SYSTEMS\n", + "\n", + "systems=['WT_ABLIM1','S216D_ABLIM1']\n", + "color_num=0\n", + "colors=['black','red']\n", + "\n", + "fig,ax=plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " ends='@144 @427'\n", + " elif system=='S216D_ABLIM1':\n", + " ends='@144 @427'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " ends='@1 @138'\n", + " else:\n", + " ends='@34 @178'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " end_distances1=pt.distance(traj1, mask=ends)\n", + " end_distances2=pt.distance(traj2, mask=ends)\n", + " end_distances3=pt.distance(traj3, mask=ends)\n", + " #print(ZN_distances1)\n", + " \n", + " multiple_lists = [end_distances1,end_distances2,end_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " sd=[np.std(k) for k in zip(*arrays)]\n", + " \n", + " x4=np.arange(0,len(means))\n", + " #y1=np.array(ZN_distances1)\n", + " #y2=np.array(ZN_distances2)\n", + " #y3=np.array(ZN_distances3)\n", + " y4=np.array(means)\n", + " #ax=plt.gca()\n", + " #ax.set_ylim(10.0,31.0)\n", + " #ax.plot(x1,y1,linestyle='-',color='red',label='triplicate 1',zorder=1)\n", + " #ax.plot(x2,y2,linestyle='-',color='blue',label='triplicate 2',zorder=2)\n", + " #ax.plot(x3,y3,linestyle='-',color='green',label='triplicate 3',zorder=3)\n", + " legend=system+ ' mean'\n", + " ax.plot(x4,y4,linestyle='-',color=colors[color_num],label=legend,zorder=4)\n", + " color_num+=1\n", + " leg = ax.legend()\n", + " title=\"Mean LIM2 to LIM3 End-to-End Distances for ABLIM1\"\n", + " plt.title(title)\n", + " plt.xlabel(\"Frame\")\n", + " plt.ylabel(\"Distance in Å\")\n", + " ax.figure.set_size_inches(12.0,5.0)\n", + "\n", + "name='mean_LIM2_LIM3_end_to_end_distances.png'\n", + "os.chdir(path)\n", + "plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "9245b90a-26e4-43eb-844a-1d25316c1e4a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[71.72733072 78.03326877 78.94105215 ... 32.40718702 31.80520456\n", + " 32.60715628]\n", + "3635\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#END TO END DISTANCE OF LIM2 TO LIM3 FOR WT_ABLIM1\n", + "\n", + "systems=['WT_ABLIM1']\n", + "color_num=0\n", + "colors=['black','red']\n", + "\n", + "fig,ax=plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " ends='@144 @427'\n", + " elif system=='S216D_ABLIM1':\n", + " ends='@144 @427'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " ends='@1 @138'\n", + " else:\n", + " ends='@34 @178'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " end_distances1=pt.distance(traj1, mask=ends)\n", + " end_distances2=pt.distance(traj2, mask=ends)\n", + " end_distances3=pt.distance(traj3, mask=ends)\n", + " print(end_distances1)\n", + " print(len(end_distances1))\n", + " \n", + " multiple_lists = [end_distances1,end_distances2,end_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " sd=[np.std(k) for k in zip(*arrays)]\n", + "\n", + " x1=np.arange(len(end_distances1))\n", + " x2=np.arange(len(end_distances2))\n", + " x3=np.arange(len(end_distances3))\n", + " x4=np.arange(0,len(means[0:4500]))\n", + " \n", + " y1=np.array(end_distances1)\n", + " y2=np.array(end_distances2)\n", + " y3=np.array(end_distances3)\n", + " y4=np.array(means[0:4500])\n", + " #ax=plt.gca()\n", + " #ax.set_ylim(10.0,31.0)\n", + " ax.plot(x1,y1,linestyle='-',color='red',label=system+' triplicate 1',zorder=1)\n", + " ax.plot(x2,y2,linestyle='-',color='blue',label=system+' triplicate 2',zorder=2)\n", + " ax.plot(x3,y3,linestyle='-',color='green',label=system+' triplicate 3',zorder=3)\n", + " legend=system+ ' mean'\n", + " ax.plot(x4,y4,linestyle='-',color=colors[color_num],label=legend,zorder=4)\n", + " color_num+=1\n", + " leg = ax.legend()\n", + " title=\"Full End-to-End Distances for WT_ABLIM1\"\n", + " plt.title(title)\n", + " plt.xlabel(\"Frame\")\n", + " plt.ylabel(\"Distance in Å\")\n", + " ax.figure.set_size_inches(12.0,5.0)\n", + "\n", + "name='WT_ABLIM1_end_to_end_distances.png'\n", + "os.chdir(path)\n", + "#plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "52a11c61-c692-46e3-b762-76731c2c3b2a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[127.95984487 126.40505715 121.45041462 ... 26.39428306 26.66520686\n", + " 26.02605543]\n", + "7136\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#END TO END DISTANCE OF LIM2 TO LIM3 FOR ABLIM1 SYSTEMS\n", + "\n", + "systems=['S216D_ABLIM1']\n", + "color_num=0\n", + "colors=['black','red']\n", + "\n", + "fig,ax=plt.subplots()\n", + "#fig=plt.figure(figsize=(14,5))\n", + "\n", + "for system in systems:\n", + " os.chdir(path/system)\n", + " if system=='WT_ABLIM1':\n", + " ends='@1 @569'\n", + " elif system=='S216D_ABLIM1':\n", + " ends='@1 @573'\n", + " elif system=='LIM2_WT_ABLIM1':\n", + " ends='@1 @138'\n", + " else:\n", + " ends='@1 @178'\n", + "\n", + " traj1=pt.iterload(trajectory[0],topology[0])\n", + " traj2=pt.iterload(trajectory[1],topology[1])\n", + " traj3=pt.iterload(trajectory[2],topology[2])\n", + " \n", + " end_distances1=pt.distance(traj1, mask=ends)\n", + " end_distances2=pt.distance(traj2, mask=ends)\n", + " end_distances3=pt.distance(traj3, mask=ends)\n", + " print(end_distances1)\n", + " print(len(end_distances1))\n", + " \n", + " multiple_lists = [end_distances1,end_distances2,end_distances3]\n", + " arrays = [np.array(x) for x in multiple_lists]\n", + " means=[np.mean(k) for k in zip(*arrays)]\n", + " sd=[np.std(k) for k in zip(*arrays)]\n", + "\n", + " x1=np.arange(len(end_distances1))\n", + " x2=np.arange(len(end_distances2))\n", + " x3=np.arange(len(end_distances3))\n", + " x4=np.arange(0,len(means))\n", + " \n", + " y1=np.array(end_distances1)\n", + " y2=np.array(end_distances2)\n", + " y3=np.array(end_distances3)\n", + " y4=np.array(means)\n", + " #ax=plt.gca()\n", + " #ax.set_ylim(10.0,31.0)\n", + " ax.plot(x1,y1,linestyle='-',color='red',label=system+' triplicate 1',zorder=1)\n", + " ax.plot(x2,y2,linestyle='-',color='blue',label=system+' triplicate 2',zorder=2)\n", + " ax.plot(x3,y3,linestyle='-',color='green',label=system+' triplicate 3',zorder=3)\n", + " legend=system+ ' mean'\n", + " ax.plot(x4,y4,linestyle='-',color=colors[color_num],label=legend,zorder=4)\n", + " color_num+=1\n", + " leg = ax.legend()\n", + " title=\"Full End-to-End Distances for S216D_ABLIM1\"\n", + " plt.title(title)\n", + " plt.xlabel(\"Frame\")\n", + " plt.ylabel(\"Distance in Å\")\n", + " ax.figure.set_size_inches(12.0,5.0)\n", + "\n", + "name='S216D_ABLIM1_end_to_end_distances.png'\n", + "os.chdir(path)\n", + "#plt.gcf().savefig(name,dpi=300)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5ee20309-1afd-4134-aa93-458f10b6896d", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}